Overview

Dataset statistics

Number of variables107
Number of observations8458
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.7 MiB
Average record size in memory212.4 B

Variable types

Categorical98
Numeric9

Alerts

IDSTUD has a high cardinality: 8458 distinct valuesHigh cardinality
BSBGHER is highly overall correlated with BSBG04 and 2 other fieldsHigh correlation
BSBGSSB is highly overall correlated with BSBG13A and 4 other fieldsHigh correlation
BSBGSB is highly overall correlated with BSDGSBHigh correlation
BSBGSLM is highly overall correlated with BSBGICM and 10 other fieldsHigh correlation
BSBGICM is highly overall correlated with BSBGSLM and 7 other fieldsHigh correlation
BSBGDML is highly overall correlated with BSDGDMLHigh correlation
BSBGSCM is highly overall correlated with BSBGSLM and 1 other fieldsHigh correlation
BSBGSVM is highly overall correlated with BSBGSLM and 9 other fieldsHigh correlation
BSBG04 is highly overall correlated with BSBGHER and 1 other fieldsHigh correlation
BSBG05D is highly overall correlated with BSBGHERHigh correlation
BSBG13A is highly overall correlated with BSBGSSB and 1 other fieldsHigh correlation
BSBG13B is highly overall correlated with BSBGSSB and 1 other fieldsHigh correlation
BSBG13C is highly overall correlated with BSBGSSB and 1 other fieldsHigh correlation
BSBG13E is highly overall correlated with BSBGSSB and 1 other fieldsHigh correlation
BSBM16A is highly overall correlated with BSBGSLM and 2 other fieldsHigh correlation
BSBM16D is highly overall correlated with BSBGSLM and 1 other fieldsHigh correlation
BSBM16E is highly overall correlated with BSBGSLM and 4 other fieldsHigh correlation
BSBM16F is highly overall correlated with BSBGSLM and 1 other fieldsHigh correlation
BSBM16G is highly overall correlated with BSBGSLM and 1 other fieldsHigh correlation
BSBM16H is highly overall correlated with BSBGSLM and 3 other fieldsHigh correlation
BSBM16I is highly overall correlated with BSBGSLM and 3 other fieldsHigh correlation
BSBM17B is highly overall correlated with BSBGICM and 1 other fieldsHigh correlation
BSBM17C is highly overall correlated with BSBGICM and 1 other fieldsHigh correlation
BSBM17D is highly overall correlated with BSBGICM and 1 other fieldsHigh correlation
BSBM17E is highly overall correlated with BSBGICM and 1 other fieldsHigh correlation
BSBM17F is highly overall correlated with BSBGICM and 1 other fieldsHigh correlation
BSBM17G is highly overall correlated with BSBGICM and 1 other fieldsHigh correlation
BSBM20A is highly overall correlated with BSBGSVMHigh correlation
BSBM20B is highly overall correlated with BSBGSVM and 1 other fieldsHigh correlation
BSBM20C is highly overall correlated with BSBGSVM and 1 other fieldsHigh correlation
BSBM20D is highly overall correlated with BSBGSVM and 1 other fieldsHigh correlation
BSBM20E is highly overall correlated with BSBGSVMHigh correlation
BSBM20F is highly overall correlated with BSBGSVM and 1 other fieldsHigh correlation
BSBM20G is highly overall correlated with BSBGSVM and 1 other fieldsHigh correlation
BSBM20I is highly overall correlated with BSBGSVM and 1 other fieldsHigh correlation
BSBM26AA is highly overall correlated with BSBM42AAHigh correlation
BSBM26BA is highly overall correlated with BSBM42BAHigh correlation
BSBM27AA is highly overall correlated with BSBM43AAHigh correlation
BSBM27BA is highly overall correlated with BSBM43BAHigh correlation
BSBM42AA is highly overall correlated with BSBM26AAHigh correlation
BSBM42BA is highly overall correlated with BSBM26BAHigh correlation
BSBM43AA is highly overall correlated with BSBM27AAHigh correlation
BSBM43BA is highly overall correlated with BSBM27BAHigh correlation
BSDGHER is highly overall correlated with BSBGHER and 1 other fieldsHigh correlation
BSDGSSB is highly overall correlated with BSBGSSB and 4 other fieldsHigh correlation
BSDGSB is highly overall correlated with BSBGSBHigh correlation
BSDGSLM is highly overall correlated with BSBGSLM and 7 other fieldsHigh correlation
BSDGICM is highly overall correlated with BSBGICM and 6 other fieldsHigh correlation
BSDGDML is highly overall correlated with BSBGDMLHigh correlation
BSDGSCM is highly overall correlated with BSBGSCMHigh correlation
BSDGSVM is highly overall correlated with BSBGSVM and 6 other fieldsHigh correlation
BSBG14I is highly imbalanced (55.0%)Imbalance
BSBG14J is highly imbalanced (67.7%)Imbalance
BSBG14K is highly imbalanced (59.3%)Imbalance
BSBG14L is highly imbalanced (50.8%)Imbalance
IDSTUD is uniformly distributedUniform
IDSTUD has unique valuesUnique
mean_PV has unique valuesUnique

Reproduction

Analysis started2023-10-30 20:40:22.708304
Analysis finished2023-10-30 20:42:24.043357
Duration2 minutes and 1.34 second
Software versionydata-profiling vv4.6.1
Download configurationconfig.json

Variables

IDSTUD
Categorical

HIGH CARDINALITY  UNIFORM  UNIQUE 

Distinct8458
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.8 KiB
50010201.0
 
1
51680426.0
 
1
51691508.0
 
1
51691507.0
 
1
51691506.0
 
1
Other values (8453)
8453 

Length

Max length10
Median length10
Mean length10
Min length10

Characters and Unicode

Total characters84580
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8458 ?
Unique (%)100.0%

Sample

1st row50010201.0
2nd row50010202.0
3rd row50010203.0
4th row50010204.0
5th row50010205.0

Common Values

ValueCountFrequency (%)
50010201.0 1
 
< 0.1%
51680426.0 1
 
< 0.1%
51691508.0 1
 
< 0.1%
51691507.0 1
 
< 0.1%
51691506.0 1
 
< 0.1%
51691505.0 1
 
< 0.1%
51691504.0 1
 
< 0.1%
51691502.0 1
 
< 0.1%
51691501.0 1
 
< 0.1%
51680433.0 1
 
< 0.1%
Other values (8448) 8448
99.9%

Length

2023-10-30T21:42:24.515983image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
50010201.0 1
 
< 0.1%
50010222.0 1
 
< 0.1%
50010205.0 1
 
< 0.1%
50010207.0 1
 
< 0.1%
50010208.0 1
 
< 0.1%
50010209.0 1
 
< 0.1%
50010211.0 1
 
< 0.1%
50010212.0 1
 
< 0.1%
50010213.0 1
 
< 0.1%
50010214.0 1
 
< 0.1%
Other values (8448) 8448
99.9%

Most occurring characters

ValueCountFrequency (%)
0 24951
29.5%
5 11611
13.7%
1 10807
12.8%
. 8458
 
10.0%
2 8397
 
9.9%
3 5276
 
6.2%
4 4093
 
4.8%
6 2909
 
3.4%
7 2835
 
3.4%
8 2675
 
3.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 76122
90.0%
Other Punctuation 8458
 
10.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 24951
32.8%
5 11611
15.3%
1 10807
14.2%
2 8397
 
11.0%
3 5276
 
6.9%
4 4093
 
5.4%
6 2909
 
3.8%
7 2835
 
3.7%
8 2675
 
3.5%
9 2568
 
3.4%
Other Punctuation
ValueCountFrequency (%)
. 8458
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 84580
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 24951
29.5%
5 11611
13.7%
1 10807
12.8%
. 8458
 
10.0%
2 8397
 
9.9%
3 5276
 
6.2%
4 4093
 
4.8%
6 2909
 
3.4%
7 2835
 
3.4%
8 2675
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 84580
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 24951
29.5%
5 11611
13.7%
1 10807
12.8%
. 8458
 
10.0%
2 8397
 
9.9%
3 5276
 
6.2%
4 4093
 
4.8%
6 2909
 
3.4%
7 2835
 
3.4%
8 2675
 
3.2%

BSBG01
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Girl
4238 
Boy
4220 

Length

Max length4
Median length4
Mean length3.5010641
Min length3

Characters and Unicode

Total characters29612
Distinct characters7
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowBoy
2nd rowBoy
3rd rowBoy
4th rowGirl
5th rowGirl

Common Values

ValueCountFrequency (%)
Girl 4238
50.1%
Boy 4220
49.9%

Length

2023-10-30T21:42:25.087408image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:25.503551image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
girl 4238
50.1%
boy 4220
49.9%

Most occurring characters

ValueCountFrequency (%)
G 4238
14.3%
i 4238
14.3%
r 4238
14.3%
l 4238
14.3%
B 4220
14.3%
o 4220
14.3%
y 4220
14.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 21154
71.4%
Uppercase Letter 8458
 
28.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 4238
20.0%
r 4238
20.0%
l 4238
20.0%
o 4220
19.9%
y 4220
19.9%
Uppercase Letter
ValueCountFrequency (%)
G 4238
50.1%
B 4220
49.9%

Most occurring scripts

ValueCountFrequency (%)
Latin 29612
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
G 4238
14.3%
i 4238
14.3%
r 4238
14.3%
l 4238
14.3%
B 4220
14.3%
o 4220
14.3%
y 4220
14.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 29612
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
G 4238
14.3%
i 4238
14.3%
r 4238
14.3%
l 4238
14.3%
B 4220
14.3%
o 4220
14.3%
y 4220
14.3%

BSBG04
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
None or very few (0–10 books)
4196 
Enough to fill one shelf (11–25 books)
2741 
Enough to fill one bookcase (26–100 books)
1078 
Enough to fill two bookcases (101–200 books)
 
263
Enough to fill three or more bookcases (more than 200)
 
180

Length

Max length54
Median length44
Mean length34.572003
Min length29

Characters and Unicode

Total characters292410
Distinct characters31
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNone or very few (0–10 books)
2nd rowNone or very few (0–10 books)
3rd rowNone or very few (0–10 books)
4th rowNone or very few (0–10 books)
5th rowNone or very few (0–10 books)

Common Values

ValueCountFrequency (%)
None or very few (0–10 books) 4196
49.6%
Enough to fill one shelf (11–25 books) 2741
32.4%
Enough to fill one bookcase (26–100 books) 1078
 
12.7%
Enough to fill two bookcases (101–200 books) 263
 
3.1%
Enough to fill three or more bookcases (more than 200) 180
 
2.1%

Length

2023-10-30T21:42:26.048030image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:26.505341image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
books 8278
14.9%
or 4376
7.9%
enough 4262
7.7%
to 4262
7.7%
fill 4262
7.7%
none 4196
7.6%
very 4196
7.6%
few 4196
7.6%
0–10 4196
7.6%
one 3819
6.9%
Other values (11) 9507
17.1%

Most occurring characters

ValueCountFrequency (%)
47092
16.1%
o 41136
14.1%
e 21389
 
7.3%
s 12983
 
4.4%
n 12457
 
4.3%
0 11697
 
4.0%
1 11282
 
3.9%
l 11265
 
3.9%
f 11199
 
3.8%
b 9799
 
3.4%
Other values (21) 102111
34.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 180606
61.8%
Space Separator 47092
 
16.1%
Decimal Number 31060
 
10.6%
Open Punctuation 8458
 
2.9%
Close Punctuation 8458
 
2.9%
Uppercase Letter 8458
 
2.9%
Dash Punctuation 8278
 
2.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 41136
22.8%
e 21389
11.8%
s 12983
 
7.2%
n 12457
 
6.9%
l 11265
 
6.2%
f 11199
 
6.2%
b 9799
 
5.4%
k 9799
 
5.4%
r 9112
 
5.0%
h 7363
 
4.1%
Other values (10) 34104
18.9%
Decimal Number
ValueCountFrequency (%)
0 11697
37.7%
1 11282
36.3%
2 4262
 
13.7%
5 2741
 
8.8%
6 1078
 
3.5%
Uppercase Letter
ValueCountFrequency (%)
E 4262
50.4%
N 4196
49.6%
Space Separator
ValueCountFrequency (%)
47092
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8458
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8458
100.0%
Dash Punctuation
ValueCountFrequency (%)
– 8278
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 189064
64.7%
Common 103346
35.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 41136
21.8%
e 21389
11.3%
s 12983
 
6.9%
n 12457
 
6.6%
l 11265
 
6.0%
f 11199
 
5.9%
b 9799
 
5.2%
k 9799
 
5.2%
r 9112
 
4.8%
h 7363
 
3.9%
Other values (12) 42562
22.5%
Common
ValueCountFrequency (%)
47092
45.6%
0 11697
 
11.3%
1 11282
 
10.9%
( 8458
 
8.2%
) 8458
 
8.2%
– 8278
 
8.0%
2 4262
 
4.1%
5 2741
 
2.7%
6 1078
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 284132
97.2%
Punctuation 8278
 
2.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
47092
16.6%
o 41136
14.5%
e 21389
 
7.5%
s 12983
 
4.6%
n 12457
 
4.4%
0 11697
 
4.1%
1 11282
 
4.0%
l 11265
 
4.0%
f 11199
 
3.9%
b 9799
 
3.4%
Other values (20) 93833
33.0%
Punctuation
ValueCountFrequency (%)
– 8278
100.0%

BSBG05A
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
5698 
No
2760 

Length

Max length3
Median length3
Mean length2.6736817
Min length2

Characters and Unicode

Total characters22614
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 5698
67.4%
No 2760
32.6%

Length

2023-10-30T21:42:27.198111image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:27.637121image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5698
67.4%
no 2760
32.6%

Most occurring characters

ValueCountFrequency (%)
Y 5698
25.2%
e 5698
25.2%
s 5698
25.2%
N 2760
12.2%
o 2760
12.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 14156
62.6%
Uppercase Letter 8458
37.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 5698
40.3%
s 5698
40.3%
o 2760
19.5%
Uppercase Letter
ValueCountFrequency (%)
Y 5698
67.4%
N 2760
32.6%

Most occurring scripts

ValueCountFrequency (%)
Latin 22614
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 5698
25.2%
e 5698
25.2%
s 5698
25.2%
N 2760
12.2%
o 2760
12.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 22614
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 5698
25.2%
e 5698
25.2%
s 5698
25.2%
N 2760
12.2%
o 2760
12.2%

BSBG05B
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
4353 
No
4105 

Length

Max length3
Median length3
Mean length2.5146607
Min length2

Characters and Unicode

Total characters21269
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 4353
51.5%
No 4105
48.5%

Length

2023-10-30T21:42:28.049353image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:28.529021image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4353
51.5%
no 4105
48.5%

Most occurring characters

ValueCountFrequency (%)
Y 4353
20.5%
e 4353
20.5%
s 4353
20.5%
N 4105
19.3%
o 4105
19.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12811
60.2%
Uppercase Letter 8458
39.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4353
34.0%
s 4353
34.0%
o 4105
32.0%
Uppercase Letter
ValueCountFrequency (%)
Y 4353
51.5%
N 4105
48.5%

Most occurring scripts

ValueCountFrequency (%)
Latin 21269
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4353
20.5%
e 4353
20.5%
s 4353
20.5%
N 4105
19.3%
o 4105
19.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21269
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4353
20.5%
e 4353
20.5%
s 4353
20.5%
N 4105
19.3%
o 4105
19.3%

BSBG05C
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
No
4286 
Yes
4172 

Length

Max length3
Median length2
Mean length2.4932608
Min length2

Characters and Unicode

Total characters21088
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
No 4286
50.7%
Yes 4172
49.3%

Length

2023-10-30T21:42:28.995202image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:29.354794image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 4286
50.7%
yes 4172
49.3%

Most occurring characters

ValueCountFrequency (%)
N 4286
20.3%
o 4286
20.3%
Y 4172
19.8%
e 4172
19.8%
s 4172
19.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12630
59.9%
Uppercase Letter 8458
40.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 4286
33.9%
e 4172
33.0%
s 4172
33.0%
Uppercase Letter
ValueCountFrequency (%)
N 4286
50.7%
Y 4172
49.3%

Most occurring scripts

ValueCountFrequency (%)
Latin 21088
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 4286
20.3%
o 4286
20.3%
Y 4172
19.8%
e 4172
19.8%
s 4172
19.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21088
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 4286
20.3%
o 4286
20.3%
Y 4172
19.8%
e 4172
19.8%
s 4172
19.8%

BSBG05D
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
4655 
No
3803 

Length

Max length3
Median length3
Mean length2.5503665
Min length2

Characters and Unicode

Total characters21571
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 4655
55.0%
No 3803
45.0%

Length

2023-10-30T21:42:29.885490image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:30.274290image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4655
55.0%
no 3803
45.0%

Most occurring characters

ValueCountFrequency (%)
Y 4655
21.6%
e 4655
21.6%
s 4655
21.6%
N 3803
17.6%
o 3803
17.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 13113
60.8%
Uppercase Letter 8458
39.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4655
35.5%
s 4655
35.5%
o 3803
29.0%
Uppercase Letter
ValueCountFrequency (%)
Y 4655
55.0%
N 3803
45.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 21571
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4655
21.6%
e 4655
21.6%
s 4655
21.6%
N 3803
17.6%
o 3803
17.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21571
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4655
21.6%
e 4655
21.6%
s 4655
21.6%
N 3803
17.6%
o 3803
17.6%

BSBG05E
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
5674 
No
2784 

Length

Max length3
Median length3
Mean length2.6708442
Min length2

Characters and Unicode

Total characters22590
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 5674
67.1%
No 2784
32.9%

Length

2023-10-30T21:42:30.732640image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:31.125721image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5674
67.1%
no 2784
32.9%

Most occurring characters

ValueCountFrequency (%)
Y 5674
25.1%
e 5674
25.1%
s 5674
25.1%
N 2784
12.3%
o 2784
12.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 14132
62.6%
Uppercase Letter 8458
37.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 5674
40.2%
s 5674
40.2%
o 2784
19.7%
Uppercase Letter
ValueCountFrequency (%)
Y 5674
67.1%
N 2784
32.9%

Most occurring scripts

ValueCountFrequency (%)
Latin 22590
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 5674
25.1%
e 5674
25.1%
s 5674
25.1%
N 2784
12.3%
o 2784
12.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 22590
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 5674
25.1%
e 5674
25.1%
s 5674
25.1%
N 2784
12.3%
o 2784
12.3%

BSBG05F
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
No
4421 
Yes
4037 

Length

Max length3
Median length2
Mean length2.4772996
Min length2

Characters and Unicode

Total characters20953
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
No 4421
52.3%
Yes 4037
47.7%

Length

2023-10-30T21:42:31.520702image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:31.935330image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 4421
52.3%
yes 4037
47.7%

Most occurring characters

ValueCountFrequency (%)
N 4421
21.1%
o 4421
21.1%
Y 4037
19.3%
e 4037
19.3%
s 4037
19.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12495
59.6%
Uppercase Letter 8458
40.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 4421
35.4%
e 4037
32.3%
s 4037
32.3%
Uppercase Letter
ValueCountFrequency (%)
N 4421
52.3%
Y 4037
47.7%

Most occurring scripts

ValueCountFrequency (%)
Latin 20953
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 4421
21.1%
o 4421
21.1%
Y 4037
19.3%
e 4037
19.3%
s 4037
19.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 20953
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 4421
21.1%
o 4421
21.1%
Y 4037
19.3%
e 4037
19.3%
s 4037
19.3%

BSBG05G
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
No
7363 
Yes
1095 

Length

Max length3
Median length2
Mean length2.1294632
Min length2

Characters and Unicode

Total characters18011
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowNo
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
No 7363
87.1%
Yes 1095
 
12.9%

Length

2023-10-30T21:42:32.464478image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:32.889206image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 7363
87.1%
yes 1095
 
12.9%

Most occurring characters

ValueCountFrequency (%)
N 7363
40.9%
o 7363
40.9%
Y 1095
 
6.1%
e 1095
 
6.1%
s 1095
 
6.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 9553
53.0%
Uppercase Letter 8458
47.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 7363
77.1%
e 1095
 
11.5%
s 1095
 
11.5%
Uppercase Letter
ValueCountFrequency (%)
N 7363
87.1%
Y 1095
 
12.9%

Most occurring scripts

ValueCountFrequency (%)
Latin 18011
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 7363
40.9%
o 7363
40.9%
Y 1095
 
6.1%
e 1095
 
6.1%
s 1095
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 18011
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 7363
40.9%
o 7363
40.9%
Y 1095
 
6.1%
e 1095
 
6.1%
s 1095
 
6.1%

BSBG05H
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
No
6443 
Yes
2015 

Length

Max length3
Median length2
Mean length2.238236
Min length2

Characters and Unicode

Total characters18931
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
No 6443
76.2%
Yes 2015
 
23.8%

Length

2023-10-30T21:42:33.395822image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:33.916884image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 6443
76.2%
yes 2015
 
23.8%

Most occurring characters

ValueCountFrequency (%)
N 6443
34.0%
o 6443
34.0%
Y 2015
 
10.6%
e 2015
 
10.6%
s 2015
 
10.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 10473
55.3%
Uppercase Letter 8458
44.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 6443
61.5%
e 2015
 
19.2%
s 2015
 
19.2%
Uppercase Letter
ValueCountFrequency (%)
N 6443
76.2%
Y 2015
 
23.8%

Most occurring scripts

ValueCountFrequency (%)
Latin 18931
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 6443
34.0%
o 6443
34.0%
Y 2015
 
10.6%
e 2015
 
10.6%
s 2015
 
10.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 18931
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 6443
34.0%
o 6443
34.0%
Y 2015
 
10.6%
e 2015
 
10.6%
s 2015
 
10.6%

BSBG05I
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
4516 
No
3942 

Length

Max length3
Median length3
Mean length2.5339324
Min length2

Characters and Unicode

Total characters21432
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 4516
53.4%
No 3942
46.6%

Length

2023-10-30T21:42:34.415809image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:34.852736image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4516
53.4%
no 3942
46.6%

Most occurring characters

ValueCountFrequency (%)
Y 4516
21.1%
e 4516
21.1%
s 4516
21.1%
N 3942
18.4%
o 3942
18.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12974
60.5%
Uppercase Letter 8458
39.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4516
34.8%
s 4516
34.8%
o 3942
30.4%
Uppercase Letter
ValueCountFrequency (%)
Y 4516
53.4%
N 3942
46.6%

Most occurring scripts

ValueCountFrequency (%)
Latin 21432
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4516
21.1%
e 4516
21.1%
s 4516
21.1%
N 3942
18.4%
o 3942
18.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21432
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4516
21.1%
e 4516
21.1%
s 4516
21.1%
N 3942
18.4%
o 3942
18.4%

BSBG06A
Categorical

Distinct9
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.8 KiB
Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school
2546 
I don’t know
1539 
<Lower secondary education—ISCED Level 2>
1498 
<Upper secondary education—ISCED Level 3>
978 
<Bachelor’s or equivalent level—ISCED Level 6>
418 
Other values (4)
1479 

Length

Max length105
Median length70
Mean length55.908253
Min length12

Characters and Unicode

Total characters472872
Distinct characters49
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowI don’t know
2nd rowI don’t know
3rd row<Bachelor’s or equivalent level—ISCED Level 6>
4th row<Lower secondary education—ISCED Level 2>
5th row<Post-secondary, non-tertiary education—ISCED Level 4>

Common Values

ValueCountFrequency (%)
Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school 2546
30.1%
I don’t know 1539
18.2%
<Lower secondary education—ISCED Level 2> 1498
17.7%
<Upper secondary education—ISCED Level 3> 978
 
11.6%
<Bachelor’s or equivalent level—ISCED Level 6> 418
 
4.9%
Not applicable 392
 
4.6%
<Short-cycle tertiary education—ISCED Level 5> 382
 
4.5%
<Post-secondary, non-tertiary education—ISCED Level 4> 380
 
4.5%
<Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8> 325
 
3.8%

Length

2023-10-30T21:42:35.126916image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:35.470893image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
level 9398
13.3%
education—isced 8330
 
11.8%
or 5835
 
8.3%
secondary 5022
 
7.1%
2 4044
 
5.7%
lower 4044
 
5.7%
not 2938
 
4.2%
school 2546
 
3.6%
to 2546
 
3.6%
go 2546
 
3.6%
Other values (27) 23382
33.1%

Most occurring characters

ValueCountFrequency (%)
62173
 
13.1%
e 45347
 
9.6%
o 44892
 
9.5%
r 24975
 
5.3%
d 21013
 
4.4%
n 20534
 
4.3%
a 19635
 
4.2%
t 19357
 
4.1%
c 18177
 
3.8%
i 14994
 
3.2%
Other values (39) 181775
38.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 304132
64.3%
Uppercase Letter 70588
 
14.9%
Space Separator 62173
 
13.1%
Math Symbol 13054
 
2.8%
Dash Punctuation 10540
 
2.2%
Decimal Number 9398
 
2.0%
Final Punctuation 2282
 
0.5%
Other Punctuation 705
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 45347
14.9%
o 44892
14.8%
r 24975
8.2%
d 21013
 
6.9%
n 20534
 
6.8%
a 19635
 
6.5%
t 19357
 
6.4%
c 18177
 
6.0%
i 14994
 
4.9%
l 14782
 
4.9%
Other values (12) 60426
19.9%
Uppercase Letter
ValueCountFrequency (%)
L 13442
19.0%
S 12326
17.5%
I 10937
15.5%
D 9723
13.8%
C 9398
13.3%
E 9398
13.3%
P 3251
 
4.6%
U 978
 
1.4%
B 418
 
0.6%
N 392
 
0.6%
Decimal Number
ValueCountFrequency (%)
2 4044
43.0%
1 2546
27.1%
3 978
 
10.4%
6 418
 
4.4%
5 382
 
4.1%
4 380
 
4.0%
7 325
 
3.5%
8 325
 
3.5%
Dash Punctuation
ValueCountFrequency (%)
— 9398
89.2%
- 1142
 
10.8%
Math Symbol
ValueCountFrequency (%)
< 6527
50.0%
> 6527
50.0%
Other Punctuation
ValueCountFrequency (%)
, 380
53.9%
: 325
46.1%
Space Separator
ValueCountFrequency (%)
62173
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2282
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 374720
79.2%
Common 98152
 
20.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 45347
 
12.1%
o 44892
 
12.0%
r 24975
 
6.7%
d 21013
 
5.6%
n 20534
 
5.5%
a 19635
 
5.2%
t 19357
 
5.2%
c 18177
 
4.9%
i 14994
 
4.0%
l 14782
 
3.9%
Other values (23) 131014
35.0%
Common
ValueCountFrequency (%)
62173
63.3%
— 9398
 
9.6%
< 6527
 
6.6%
> 6527
 
6.6%
2 4044
 
4.1%
1 2546
 
2.6%
’ 2282
 
2.3%
- 1142
 
1.2%
3 978
 
1.0%
6 418
 
0.4%
Other values (6) 2117
 
2.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 461192
97.5%
Punctuation 11680
 
2.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
62173
 
13.5%
e 45347
 
9.8%
o 44892
 
9.7%
r 24975
 
5.4%
d 21013
 
4.6%
n 20534
 
4.5%
a 19635
 
4.3%
t 19357
 
4.2%
c 18177
 
3.9%
i 14994
 
3.3%
Other values (37) 170095
36.9%
Punctuation
ValueCountFrequency (%)
— 9398
80.5%
’ 2282
 
19.5%

BSBG06B
Categorical

Distinct9
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.8 KiB
Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school
3004 
I don’t know
1607 
<Lower secondary education—ISCED Level 2>
1402 
<Upper secondary education—ISCED Level 3>
785 
Not applicable
520 
Other values (4)
1140 

Length

Max length105
Median length70
Mean length58.11433
Min length12

Characters and Unicode

Total characters491531
Distinct characters49
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowI don’t know
2nd rowI don’t know
3rd row<Lower secondary education—ISCED Level 2>
4th rowSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school
5th row<Post-secondary, non-tertiary education—ISCED Level 4>

Common Values

ValueCountFrequency (%)
Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school 3004
35.5%
I don’t know 1607
19.0%
<Lower secondary education—ISCED Level 2> 1402
16.6%
<Upper secondary education—ISCED Level 3> 785
 
9.3%
Not applicable 520
 
6.1%
<Post-secondary, non-tertiary education—ISCED Level 4> 393
 
4.6%
<Short-cycle tertiary education—ISCED Level 5> 287
 
3.4%
<Bachelor’s or equivalent level—ISCED Level 6> 281
 
3.3%
<Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8> 179
 
2.1%

Length

2023-10-30T21:42:36.184309image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:36.728776image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
level 9514
12.7%
education—isced 8875
 
11.9%
or 6468
 
8.7%
secondary 5191
 
6.9%
2 4406
 
5.9%
lower 4406
 
5.9%
not 3524
 
4.7%
school 3004
 
4.0%
to 3004
 
4.0%
go 3004
 
4.0%
Other values (27) 23344
31.2%

Most occurring characters

ValueCountFrequency (%)
66282
 
13.5%
o 48982
 
10.0%
e 45469
 
9.3%
r 25895
 
5.3%
d 22432
 
4.6%
n 21744
 
4.4%
a 20282
 
4.1%
t 20047
 
4.1%
c 19017
 
3.9%
i 16364
 
3.3%
Other values (39) 185017
37.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 317939
64.7%
Uppercase Letter 71908
 
14.6%
Space Separator 66282
 
13.5%
Math Symbol 12662
 
2.6%
Dash Punctuation 10587
 
2.2%
Decimal Number 9514
 
1.9%
Final Punctuation 2067
 
0.4%
Other Punctuation 572
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 48982
15.4%
e 45469
14.3%
r 25895
8.1%
d 22432
 
7.1%
n 21744
 
6.8%
a 20282
 
6.4%
t 20047
 
6.3%
c 19017
 
6.0%
i 16364
 
5.1%
l 14969
 
4.7%
Other values (12) 62738
19.7%
Uppercase Letter
ValueCountFrequency (%)
L 13920
19.4%
S 12805
17.8%
I 11121
15.5%
D 9693
13.5%
C 9514
13.2%
E 9514
13.2%
P 3576
 
5.0%
U 785
 
1.1%
N 520
 
0.7%
B 281
 
0.4%
Decimal Number
ValueCountFrequency (%)
2 4406
46.3%
1 3004
31.6%
3 785
 
8.3%
4 393
 
4.1%
5 287
 
3.0%
6 281
 
3.0%
7 179
 
1.9%
8 179
 
1.9%
Dash Punctuation
ValueCountFrequency (%)
— 9514
89.9%
- 1073
 
10.1%
Math Symbol
ValueCountFrequency (%)
> 6331
50.0%
< 6331
50.0%
Other Punctuation
ValueCountFrequency (%)
, 393
68.7%
: 179
31.3%
Space Separator
ValueCountFrequency (%)
66282
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2067
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 389847
79.3%
Common 101684
 
20.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 48982
 
12.6%
e 45469
 
11.7%
r 25895
 
6.6%
d 22432
 
5.8%
n 21744
 
5.6%
a 20282
 
5.2%
t 20047
 
5.1%
c 19017
 
4.9%
i 16364
 
4.2%
l 14969
 
3.8%
Other values (23) 134646
34.5%
Common
ValueCountFrequency (%)
66282
65.2%
— 9514
 
9.4%
> 6331
 
6.2%
< 6331
 
6.2%
2 4406
 
4.3%
1 3004
 
3.0%
’ 2067
 
2.0%
- 1073
 
1.1%
3 785
 
0.8%
4 393
 
0.4%
Other values (6) 1498
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 479950
97.6%
Punctuation 11581
 
2.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
66282
 
13.8%
o 48982
 
10.2%
e 45469
 
9.5%
r 25895
 
5.4%
d 22432
 
4.7%
n 21744
 
4.5%
a 20282
 
4.2%
t 20047
 
4.2%
c 19017
 
4.0%
i 16364
 
3.4%
Other values (37) 173436
36.1%
Punctuation
ValueCountFrequency (%)
— 9514
82.2%
’ 2067
 
17.8%

BSBG07
Categorical

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>
4181 
Finish <Short-cycle tertiary education—ISCED Level 5>
1370 
Finish <Bachelor’s or equivalent level—ISCED Level 6>
1052 
Finish <Upper secondary education—ISCED Level 3>
914 
Finish <Lower secondary education—ISCED Level 2>
531 

Length

Max length77
Median length61
Mean length64.397375
Min length48

Characters and Unicode

Total characters544673
Distinct characters45
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>
2nd rowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>
3rd rowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>
4th rowFinish <Bachelor’s or equivalent level—ISCED Level 6>
5th rowFinish <Bachelor’s or equivalent level—ISCED Level 6>

Common Values

ValueCountFrequency (%)
Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8> 4181
49.4%
Finish <Short-cycle tertiary education—ISCED Level 5> 1370
 
16.2%
Finish <Bachelor’s or equivalent level—ISCED Level 6> 1052
 
12.4%
Finish <Upper secondary education—ISCED Level 3> 914
 
10.8%
Finish <Lower secondary education—ISCED Level 2> 531
 
6.3%
Finish <Post-secondary, non-tertiary education—ISCED Level 4> 410
 
4.8%

Length

2023-10-30T21:42:37.452602image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:37.898981image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
level 12639
17.4%
finish 8458
11.6%
or 5233
 
7.2%
degree 4181
 
5.8%
master’s—isced 4181
 
5.8%
7 4181
 
5.8%
doctor 4181
 
5.8%
—isced 4181
 
5.8%
8 4181
 
5.8%
postgraduate 4181
 
5.8%
Other values (16) 17108
23.5%

Most occurring characters

ValueCountFrequency (%)
64247
 
11.8%
e 61118
 
11.2%
r 31239
 
5.7%
o 26629
 
4.9%
t 26341
 
4.8%
s 24318
 
4.5%
i 22973
 
4.2%
a 21507
 
3.9%
l 18217
 
3.3%
D 16820
 
3.1%
Other values (35) 231264
42.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 325106
59.7%
Uppercase Letter 101112
 
18.6%
Space Separator 64247
 
11.8%
Math Symbol 16916
 
3.1%
Dash Punctuation 14829
 
2.7%
Decimal Number 12639
 
2.3%
Final Punctuation 5233
 
1.0%
Other Punctuation 4591
 
0.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 61118
18.8%
r 31239
9.6%
o 26629
8.2%
t 26341
8.1%
s 24318
 
7.5%
i 22973
 
7.1%
a 21507
 
6.6%
l 18217
 
5.6%
n 15410
 
4.7%
v 14743
 
4.5%
Other values (9) 62611
19.3%
Uppercase Letter
ValueCountFrequency (%)
D 16820
16.6%
S 14009
13.9%
L 13170
13.0%
E 12639
12.5%
I 12639
12.5%
C 12639
12.5%
F 8458
8.4%
P 4591
 
4.5%
M 4181
 
4.1%
B 1052
 
1.0%
Decimal Number
ValueCountFrequency (%)
7 4181
33.1%
8 4181
33.1%
5 1370
 
10.8%
6 1052
 
8.3%
3 914
 
7.2%
2 531
 
4.2%
4 410
 
3.2%
Dash Punctuation
ValueCountFrequency (%)
— 12639
85.2%
- 2190
 
14.8%
Math Symbol
ValueCountFrequency (%)
> 8458
50.0%
< 8458
50.0%
Other Punctuation
ValueCountFrequency (%)
: 4181
91.1%
, 410
 
8.9%
Space Separator
ValueCountFrequency (%)
64247
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 5233
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 426218
78.3%
Common 118455
 
21.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 61118
 
14.3%
r 31239
 
7.3%
o 26629
 
6.2%
t 26341
 
6.2%
s 24318
 
5.7%
i 22973
 
5.4%
a 21507
 
5.0%
l 18217
 
4.3%
D 16820
 
3.9%
n 15410
 
3.6%
Other values (20) 161646
37.9%
Common
ValueCountFrequency (%)
64247
54.2%
— 12639
 
10.7%
> 8458
 
7.1%
< 8458
 
7.1%
’ 5233
 
4.4%
: 4181
 
3.5%
7 4181
 
3.5%
8 4181
 
3.5%
- 2190
 
1.8%
5 1370
 
1.2%
Other values (5) 3317
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 526801
96.7%
Punctuation 17872
 
3.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
64247
 
12.2%
e 61118
 
11.6%
r 31239
 
5.9%
o 26629
 
5.1%
t 26341
 
5.0%
s 24318
 
4.6%
i 22973
 
4.4%
a 21507
 
4.1%
l 18217
 
3.5%
D 16820
 
3.2%
Other values (33) 213392
40.5%
Punctuation
ValueCountFrequency (%)
— 12639
70.7%
’ 5233
29.3%

BSBG10
Categorical

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never or almost never
5377 
Once a week
1027 
Once every two month
900 
Once a month
800 
Once every two weeks
 
354

Length

Max length21
Median length21
Mean length18.786238
Min length11

Characters and Unicode

Total characters158894
Distinct characters18
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever or almost never
2nd rowNever or almost never
3rd rowNever or almost never
4th rowNever or almost never
5th rowNever or almost never

Common Values

ValueCountFrequency (%)
Never or almost never 5377
63.6%
Once a week 1027
 
12.1%
Once every two month 900
 
10.6%
Once a month 800
 
9.5%
Once every two weeks 354
 
4.2%

Length

2023-10-30T21:42:38.656210image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:39.205407image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 10754
33.6%
or 5377
16.8%
almost 5377
16.8%
once 3081
 
9.6%
a 1827
 
5.7%
month 1700
 
5.3%
every 1254
 
3.9%
two 1254
 
3.9%
week 1027
 
3.2%
weeks 354
 
1.1%

Most occurring characters

ValueCountFrequency (%)
e 29859
18.8%
23547
14.8%
r 17385
10.9%
o 13708
8.6%
v 12008
7.6%
n 10158
 
6.4%
t 8331
 
5.2%
a 7204
 
4.5%
m 7077
 
4.5%
s 5731
 
3.6%
Other values (8) 23886
15.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 126889
79.9%
Space Separator 23547
 
14.8%
Uppercase Letter 8458
 
5.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 29859
23.5%
r 17385
13.7%
o 13708
10.8%
v 12008
9.5%
n 10158
 
8.0%
t 8331
 
6.6%
a 7204
 
5.7%
m 7077
 
5.6%
s 5731
 
4.5%
l 5377
 
4.2%
Other values (5) 10051
 
7.9%
Uppercase Letter
ValueCountFrequency (%)
N 5377
63.6%
O 3081
36.4%
Space Separator
ValueCountFrequency (%)
23547
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 135347
85.2%
Common 23547
 
14.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 29859
22.1%
r 17385
12.8%
o 13708
10.1%
v 12008
8.9%
n 10158
 
7.5%
t 8331
 
6.2%
a 7204
 
5.3%
m 7077
 
5.2%
s 5731
 
4.2%
N 5377
 
4.0%
Other values (7) 18509
13.7%
Common
ValueCountFrequency (%)
23547
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 158894
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 29859
18.8%
23547
14.8%
r 17385
10.9%
o 13708
8.6%
v 12008
7.6%
n 10158
 
6.4%
t 8331
 
5.2%
a 7204
 
4.5%
m 7077
 
4.5%
s 5731
 
3.6%
Other values (8) 23886
15.0%

BSBG12A
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
5073 
No
3385 

Length

Max length3
Median length3
Mean length2.5997872
Min length2

Characters and Unicode

Total characters21989
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowNo
3rd rowNo
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 5073
60.0%
No 3385
40.0%

Length

2023-10-30T21:42:39.877176image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:40.382487image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5073
60.0%
no 3385
40.0%

Most occurring characters

ValueCountFrequency (%)
Y 5073
23.1%
e 5073
23.1%
s 5073
23.1%
N 3385
15.4%
o 3385
15.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 13531
61.5%
Uppercase Letter 8458
38.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 5073
37.5%
s 5073
37.5%
o 3385
25.0%
Uppercase Letter
ValueCountFrequency (%)
Y 5073
60.0%
N 3385
40.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 21989
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 5073
23.1%
e 5073
23.1%
s 5073
23.1%
N 3385
15.4%
o 3385
15.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21989
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 5073
23.1%
e 5073
23.1%
s 5073
23.1%
N 3385
15.4%
o 3385
15.4%

BSBG12B
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
No
6139 
Yes
2319 

Length

Max length3
Median length2
Mean length2.2741783
Min length2

Characters and Unicode

Total characters19235
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNo
2nd rowYes
3rd rowNo
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
No 6139
72.6%
Yes 2319
 
27.4%

Length

2023-10-30T21:42:40.837701image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:41.207667image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 6139
72.6%
yes 2319
 
27.4%

Most occurring characters

ValueCountFrequency (%)
N 6139
31.9%
o 6139
31.9%
Y 2319
 
12.1%
e 2319
 
12.1%
s 2319
 
12.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 10777
56.0%
Uppercase Letter 8458
44.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 6139
57.0%
e 2319
 
21.5%
s 2319
 
21.5%
Uppercase Letter
ValueCountFrequency (%)
N 6139
72.6%
Y 2319
 
27.4%

Most occurring scripts

ValueCountFrequency (%)
Latin 19235
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 6139
31.9%
o 6139
31.9%
Y 2319
 
12.1%
e 2319
 
12.1%
s 2319
 
12.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 19235
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 6139
31.9%
o 6139
31.9%
Y 2319
 
12.1%
e 2319
 
12.1%
s 2319
 
12.1%

BSBG12C
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
5484 
No
2974 

Length

Max length3
Median length3
Mean length2.6483802
Min length2

Characters and Unicode

Total characters22400
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowNo
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 5484
64.8%
No 2974
35.2%

Length

2023-10-30T21:42:41.551106image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:41.849224image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5484
64.8%
no 2974
35.2%

Most occurring characters

ValueCountFrequency (%)
Y 5484
24.5%
e 5484
24.5%
s 5484
24.5%
N 2974
13.3%
o 2974
13.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 13942
62.2%
Uppercase Letter 8458
37.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 5484
39.3%
s 5484
39.3%
o 2974
21.3%
Uppercase Letter
ValueCountFrequency (%)
Y 5484
64.8%
N 2974
35.2%

Most occurring scripts

ValueCountFrequency (%)
Latin 22400
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 5484
24.5%
e 5484
24.5%
s 5484
24.5%
N 2974
13.3%
o 2974
13.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 22400
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 5484
24.5%
e 5484
24.5%
s 5484
24.5%
N 2974
13.3%
o 2974
13.3%

BSBG12D
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
No
5972 
Yes
2486 

Length

Max length3
Median length2
Mean length2.2939229
Min length2

Characters and Unicode

Total characters19402
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
No 5972
70.6%
Yes 2486
29.4%

Length

2023-10-30T21:42:42.141736image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:42.472046image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 5972
70.6%
yes 2486
29.4%

Most occurring characters

ValueCountFrequency (%)
N 5972
30.8%
o 5972
30.8%
Y 2486
12.8%
e 2486
12.8%
s 2486
12.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 10944
56.4%
Uppercase Letter 8458
43.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 5972
54.6%
e 2486
22.7%
s 2486
22.7%
Uppercase Letter
ValueCountFrequency (%)
N 5972
70.6%
Y 2486
29.4%

Most occurring scripts

ValueCountFrequency (%)
Latin 19402
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 5972
30.8%
o 5972
30.8%
Y 2486
12.8%
e 2486
12.8%
s 2486
12.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 19402
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 5972
30.8%
o 5972
30.8%
Y 2486
12.8%
e 2486
12.8%
s 2486
12.8%

BSBG12E
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
6077 
No
2381 

Length

Max length3
Median length3
Mean length2.7184914
Min length2

Characters and Unicode

Total characters22993
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowNo
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 6077
71.8%
No 2381
 
28.2%

Length

2023-10-30T21:42:42.872017image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:43.292397image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 6077
71.8%
no 2381
 
28.2%

Most occurring characters

ValueCountFrequency (%)
Y 6077
26.4%
e 6077
26.4%
s 6077
26.4%
N 2381
 
10.4%
o 2381
 
10.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 14535
63.2%
Uppercase Letter 8458
36.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 6077
41.8%
s 6077
41.8%
o 2381
 
16.4%
Uppercase Letter
ValueCountFrequency (%)
Y 6077
71.8%
N 2381
 
28.2%

Most occurring scripts

ValueCountFrequency (%)
Latin 22993
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 6077
26.4%
e 6077
26.4%
s 6077
26.4%
N 2381
 
10.4%
o 2381
 
10.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 22993
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 6077
26.4%
e 6077
26.4%
s 6077
26.4%
N 2381
 
10.4%
o 2381
 
10.4%

BSBG12F
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes
4653 
No
3805 

Length

Max length3
Median length3
Mean length2.5501301
Min length2

Characters and Unicode

Total characters21569
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNo
2nd rowYes
3rd rowNo
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 4653
55.0%
No 3805
45.0%

Length

2023-10-30T21:42:43.697398image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:44.046352image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4653
55.0%
no 3805
45.0%

Most occurring characters

ValueCountFrequency (%)
Y 4653
21.6%
e 4653
21.6%
s 4653
21.6%
N 3805
17.6%
o 3805
17.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 13111
60.8%
Uppercase Letter 8458
39.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4653
35.5%
s 4653
35.5%
o 3805
29.0%
Uppercase Letter
ValueCountFrequency (%)
Y 4653
55.0%
N 3805
45.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 21569
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4653
21.6%
e 4653
21.6%
s 4653
21.6%
N 3805
17.6%
o 3805
17.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21569
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4653
21.6%
e 4653
21.6%
s 4653
21.6%
N 3805
17.6%
o 3805
17.6%

BSBG13A
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5515 
Agree a little
2317 
Disagree a little
 
377
Disagree a lot
 
249

Length

Max length17
Median length11
Mean length12.177583
Min length11

Characters and Unicode

Total characters102998
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowAgree a little
3rd rowAgree a lot
4th rowDisagree a little
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5515
65.2%
Agree a little 2317
27.4%
Disagree a little 377
 
4.5%
Disagree a lot 249
 
2.9%

Length

2023-10-30T21:42:44.460945image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:44.840141image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7832
30.9%
lot 5764
22.7%
little 2694
 
10.6%
disagree 626
 
2.5%

Most occurring characters

ValueCountFrequency (%)
e 19610
19.0%
16916
16.4%
l 11152
10.8%
t 11152
10.8%
a 9084
8.8%
g 8458
8.2%
r 8458
8.2%
A 7832
 
7.6%
o 5764
 
5.6%
i 3320
 
3.2%
Other values (2) 1252
 
1.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77624
75.4%
Space Separator 16916
 
16.4%
Uppercase Letter 8458
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19610
25.3%
l 11152
14.4%
t 11152
14.4%
a 9084
11.7%
g 8458
10.9%
r 8458
10.9%
o 5764
 
7.4%
i 3320
 
4.3%
s 626
 
0.8%
Uppercase Letter
ValueCountFrequency (%)
A 7832
92.6%
D 626
 
7.4%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86082
83.6%
Common 16916
 
16.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19610
22.8%
l 11152
13.0%
t 11152
13.0%
a 9084
10.6%
g 8458
9.8%
r 8458
9.8%
A 7832
 
9.1%
o 5764
 
6.7%
i 3320
 
3.9%
D 626
 
0.7%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102998
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19610
19.0%
16916
16.4%
l 11152
10.8%
t 11152
10.8%
a 9084
8.8%
g 8458
8.2%
r 8458
8.2%
A 7832
 
7.6%
o 5764
 
5.6%
i 3320
 
3.2%
Other values (2) 1252
 
1.2%

BSBG13B
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
4948 
Agree a little
2336 
Disagree a little
747 
Disagree a lot
 
427

Length

Max length17
Median length11
Mean length12.509931
Min length11

Characters and Unicode

Total characters105809
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a little
2nd rowDisagree a little
3rd rowAgree a lot
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 4948
58.5%
Agree a little 2336
27.6%
Disagree a little 747
 
8.8%
Disagree a lot 427
 
5.0%

Length

2023-10-30T21:42:45.266176image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:45.550610image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7284
28.7%
lot 5375
21.2%
little 3083
 
12.2%
disagree 1174
 
4.6%

Most occurring characters

ValueCountFrequency (%)
e 19999
18.9%
16916
16.0%
l 11541
10.9%
t 11541
10.9%
a 9632
9.1%
g 8458
8.0%
r 8458
8.0%
A 7284
 
6.9%
o 5375
 
5.1%
i 4257
 
4.0%
Other values (2) 2348
 
2.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 80435
76.0%
Space Separator 16916
 
16.0%
Uppercase Letter 8458
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19999
24.9%
l 11541
14.3%
t 11541
14.3%
a 9632
12.0%
g 8458
10.5%
r 8458
10.5%
o 5375
 
6.7%
i 4257
 
5.3%
s 1174
 
1.5%
Uppercase Letter
ValueCountFrequency (%)
A 7284
86.1%
D 1174
 
13.9%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 88893
84.0%
Common 16916
 
16.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19999
22.5%
l 11541
13.0%
t 11541
13.0%
a 9632
10.8%
g 8458
9.5%
r 8458
9.5%
A 7284
 
8.2%
o 5375
 
6.0%
i 4257
 
4.8%
D 1174
 
1.3%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 105809
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19999
18.9%
16916
16.0%
l 11541
10.9%
t 11541
10.9%
a 9632
9.1%
g 8458
8.0%
r 8458
8.0%
A 7284
 
6.9%
o 5375
 
5.1%
i 4257
 
4.0%
Other values (2) 2348
 
2.2%

BSBG13C
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5209 
Agree a little
2257 
Disagree a little
609 
Disagree a lot
 
383

Length

Max length17
Median length11
Mean length12.368409
Min length11

Characters and Unicode

Total characters104612
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowAgree a little
3rd rowAgree a lot
4th rowDisagree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5209
61.6%
Agree a little 2257
26.7%
Disagree a little 609
 
7.2%
Disagree a lot 383
 
4.5%

Length

2023-10-30T21:42:45.995612image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:46.371051image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7466
29.4%
lot 5592
22.0%
little 2866
 
11.3%
disagree 992
 
3.9%

Most occurring characters

ValueCountFrequency (%)
e 19782
18.9%
16916
16.2%
l 11324
10.8%
t 11324
10.8%
a 9450
9.0%
g 8458
8.1%
r 8458
8.1%
A 7466
 
7.1%
o 5592
 
5.3%
i 3858
 
3.7%
Other values (2) 1984
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 79238
75.7%
Space Separator 16916
 
16.2%
Uppercase Letter 8458
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19782
25.0%
l 11324
14.3%
t 11324
14.3%
a 9450
11.9%
g 8458
10.7%
r 8458
10.7%
o 5592
 
7.1%
i 3858
 
4.9%
s 992
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
A 7466
88.3%
D 992
 
11.7%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 87696
83.8%
Common 16916
 
16.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19782
22.6%
l 11324
12.9%
t 11324
12.9%
a 9450
10.8%
g 8458
9.6%
r 8458
9.6%
A 7466
 
8.5%
o 5592
 
6.4%
i 3858
 
4.4%
D 992
 
1.1%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 104612
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19782
18.9%
16916
16.2%
l 11324
10.8%
t 11324
10.8%
a 9450
9.0%
g 8458
8.1%
r 8458
8.1%
A 7466
 
7.1%
o 5592
 
5.3%
i 3858
 
3.7%
Other values (2) 1984
 
1.9%

BSBG13D
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
4624 
Agree a little
2554 
Disagree a little
801 
Disagree a lot
479 

Length

Max length17
Median length11
Mean length12.644006
Min length11

Characters and Unicode

Total characters106943
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 4624
54.7%
Agree a little 2554
30.2%
Disagree a little 801
 
9.5%
Disagree a lot 479
 
5.7%

Length

2023-10-30T21:42:46.761555image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:47.151606image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7178
28.3%
lot 5103
20.1%
little 3355
 
13.2%
disagree 1280
 
5.0%

Most occurring characters

ValueCountFrequency (%)
e 20271
19.0%
16916
15.8%
l 11813
11.0%
t 11813
11.0%
a 9738
9.1%
g 8458
7.9%
r 8458
7.9%
A 7178
 
6.7%
o 5103
 
4.8%
i 4635
 
4.3%
Other values (2) 2560
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 81569
76.3%
Space Separator 16916
 
15.8%
Uppercase Letter 8458
 
7.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20271
24.9%
l 11813
14.5%
t 11813
14.5%
a 9738
11.9%
g 8458
10.4%
r 8458
10.4%
o 5103
 
6.3%
i 4635
 
5.7%
s 1280
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
A 7178
84.9%
D 1280
 
15.1%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 90027
84.2%
Common 16916
 
15.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20271
22.5%
l 11813
13.1%
t 11813
13.1%
a 9738
10.8%
g 8458
9.4%
r 8458
9.4%
A 7178
 
8.0%
o 5103
 
5.7%
i 4635
 
5.1%
D 1280
 
1.4%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 106943
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20271
19.0%
16916
15.8%
l 11813
11.0%
t 11813
11.0%
a 9738
9.1%
g 8458
7.9%
r 8458
7.9%
A 7178
 
6.7%
o 5103
 
4.8%
i 4635
 
4.3%
Other values (2) 2560
 
2.4%

BSBG13E
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5580 
Agree a little
1915 
Disagree a little
563 
Disagree a lot
 
400

Length

Max length17
Median length11
Mean length12.220501
Min length11

Characters and Unicode

Total characters103361
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a little
3rd rowAgree a lot
4th rowDisagree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5580
66.0%
Agree a little 1915
 
22.6%
Disagree a little 563
 
6.7%
Disagree a lot 400
 
4.7%

Length

2023-10-30T21:42:47.596896image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:47.922496image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7495
29.5%
lot 5980
23.6%
little 2478
 
9.8%
disagree 963
 
3.8%

Most occurring characters

ValueCountFrequency (%)
e 19394
18.8%
16916
16.4%
l 10936
10.6%
t 10936
10.6%
a 9421
9.1%
g 8458
8.2%
r 8458
8.2%
A 7495
 
7.3%
o 5980
 
5.8%
i 3441
 
3.3%
Other values (2) 1926
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77987
75.5%
Space Separator 16916
 
16.4%
Uppercase Letter 8458
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19394
24.9%
l 10936
14.0%
t 10936
14.0%
a 9421
12.1%
g 8458
10.8%
r 8458
10.8%
o 5980
 
7.7%
i 3441
 
4.4%
s 963
 
1.2%
Uppercase Letter
ValueCountFrequency (%)
A 7495
88.6%
D 963
 
11.4%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86445
83.6%
Common 16916
 
16.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19394
22.4%
l 10936
12.7%
t 10936
12.7%
a 9421
10.9%
g 8458
9.8%
r 8458
9.8%
A 7495
 
8.7%
o 5980
 
6.9%
i 3441
 
4.0%
D 963
 
1.1%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 103361
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19394
18.8%
16916
16.4%
l 10936
10.6%
t 10936
10.6%
a 9421
9.1%
g 8458
8.2%
r 8458
8.2%
A 7495
 
7.3%
o 5980
 
5.8%
i 3441
 
3.3%
Other values (2) 1926
 
1.9%

BSBG14A
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
4448 
A few times a year
1527 
At least once a week
1498 
Once or twice a month
985 

Length

Max length21
Median length5
Mean length11.86699
Min length5

Characters and Unicode

Total characters100371
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowA few times a year
3rd rowAt least once a week
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 4448
52.6%
A few times a year 1527
 
18.1%
At least once a week 1498
 
17.7%
Once or twice a month 985
 
11.6%

Length

2023-10-30T21:42:48.254062image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:48.538173image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 5537
22.6%
never 4448
18.2%
once 2483
10.1%
few 1527
 
6.2%
times 1527
 
6.2%
year 1527
 
6.2%
at 1498
 
6.1%
least 1498
 
6.1%
week 1498
 
6.1%
or 985
 
4.0%
Other values (2) 1970
 
8.0%

Most occurring characters

ValueCountFrequency (%)
e 21439
21.4%
16040
16.0%
a 7035
 
7.0%
r 6960
 
6.9%
t 6493
 
6.5%
N 4448
 
4.4%
v 4448
 
4.4%
w 4010
 
4.0%
o 3468
 
3.5%
c 3468
 
3.5%
Other values (11) 22562
22.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 75873
75.6%
Space Separator 16040
 
16.0%
Uppercase Letter 8458
 
8.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21439
28.3%
a 7035
 
9.3%
r 6960
 
9.2%
t 6493
 
8.6%
v 4448
 
5.9%
w 4010
 
5.3%
o 3468
 
4.6%
c 3468
 
4.6%
n 3468
 
4.6%
s 3025
 
4.0%
Other values (7) 12059
15.9%
Uppercase Letter
ValueCountFrequency (%)
N 4448
52.6%
A 3025
35.8%
O 985
 
11.6%
Space Separator
ValueCountFrequency (%)
16040
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 84331
84.0%
Common 16040
 
16.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21439
25.4%
a 7035
 
8.3%
r 6960
 
8.3%
t 6493
 
7.7%
N 4448
 
5.3%
v 4448
 
5.3%
w 4010
 
4.8%
o 3468
 
4.1%
c 3468
 
4.1%
n 3468
 
4.1%
Other values (10) 19094
22.6%
Common
ValueCountFrequency (%)
16040
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 100371
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21439
21.4%
16040
16.0%
a 7035
 
7.0%
r 6960
 
6.9%
t 6493
 
6.5%
N 4448
 
4.4%
v 4448
 
4.4%
w 4010
 
4.0%
o 3468
 
3.5%
c 3468
 
3.5%
Other values (11) 22562
22.5%

BSBG14B
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
4125 
A few times a year
1833 
Once or twice a month
1262 
At least once a week
1238 

Length

Max length21
Median length20
Mean length12.400213
Min length5

Characters and Unicode

Total characters104881
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAt least once a week
2nd rowAt least once a week
3rd rowOnce or twice a month
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 4125
48.8%
A few times a year 1833
21.7%
Once or twice a month 1262
 
14.9%
At least once a week 1238
 
14.6%

Length

2023-10-30T21:42:48.836444image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:49.116906image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 6166
23.9%
never 4125
16.0%
once 2500
9.7%
few 1833
 
7.1%
times 1833
 
7.1%
year 1833
 
7.1%
or 1262
 
4.9%
twice 1262
 
4.9%
month 1262
 
4.9%
at 1238
 
4.8%
Other values (2) 2476
9.6%

Most occurring characters

ValueCountFrequency (%)
e 21225
20.2%
17332
16.5%
a 7404
 
7.1%
r 7220
 
6.9%
t 6833
 
6.5%
w 4333
 
4.1%
N 4125
 
3.9%
v 4125
 
3.9%
o 3762
 
3.6%
c 3762
 
3.6%
Other values (11) 24760
23.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 79091
75.4%
Space Separator 17332
 
16.5%
Uppercase Letter 8458
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21225
26.8%
a 7404
 
9.4%
r 7220
 
9.1%
t 6833
 
8.6%
w 4333
 
5.5%
v 4125
 
5.2%
o 3762
 
4.8%
c 3762
 
4.8%
n 3762
 
4.8%
m 3095
 
3.9%
Other values (7) 13570
17.2%
Uppercase Letter
ValueCountFrequency (%)
N 4125
48.8%
A 3071
36.3%
O 1262
 
14.9%
Space Separator
ValueCountFrequency (%)
17332
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 87549
83.5%
Common 17332
 
16.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21225
24.2%
a 7404
 
8.5%
r 7220
 
8.2%
t 6833
 
7.8%
w 4333
 
4.9%
N 4125
 
4.7%
v 4125
 
4.7%
o 3762
 
4.3%
c 3762
 
4.3%
n 3762
 
4.3%
Other values (10) 20998
24.0%
Common
ValueCountFrequency (%)
17332
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 104881
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21225
20.2%
17332
16.5%
a 7404
 
7.1%
r 7220
 
6.9%
t 6833
 
6.5%
w 4333
 
4.1%
N 4125
 
3.9%
v 4125
 
3.9%
o 3762
 
3.6%
c 3762
 
3.6%
Other values (11) 24760
23.6%

BSBG14C
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
4800 
A few times a year
1403 
At least once a week
1294 
Once or twice a month
961 

Length

Max length21
Median length5
Mean length11.269213
Min length5

Characters and Unicode

Total characters95315
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowOnce or twice a month
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 4800
56.8%
A few times a year 1403
 
16.6%
At least once a week 1294
 
15.3%
Once or twice a month 961
 
11.4%

Length

2023-10-30T21:42:49.620752image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:50.053180image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 5061
21.9%
never 4800
20.8%
once 2255
9.8%
few 1403
 
6.1%
times 1403
 
6.1%
year 1403
 
6.1%
at 1294
 
5.6%
least 1294
 
5.6%
week 1294
 
5.6%
or 961
 
4.2%
Other values (2) 1922
 
8.3%

Most occurring characters

ValueCountFrequency (%)
e 20907
21.9%
14632
15.4%
r 7164
 
7.5%
a 6355
 
6.7%
t 5913
 
6.2%
N 4800
 
5.0%
v 4800
 
5.0%
w 3658
 
3.8%
o 3216
 
3.4%
c 3216
 
3.4%
Other values (11) 20654
21.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 72225
75.8%
Space Separator 14632
 
15.4%
Uppercase Letter 8458
 
8.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20907
28.9%
r 7164
 
9.9%
a 6355
 
8.8%
t 5913
 
8.2%
v 4800
 
6.6%
w 3658
 
5.1%
o 3216
 
4.5%
c 3216
 
4.5%
n 3216
 
4.5%
s 2697
 
3.7%
Other values (7) 11083
15.3%
Uppercase Letter
ValueCountFrequency (%)
N 4800
56.8%
A 2697
31.9%
O 961
 
11.4%
Space Separator
ValueCountFrequency (%)
14632
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 80683
84.6%
Common 14632
 
15.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20907
25.9%
r 7164
 
8.9%
a 6355
 
7.9%
t 5913
 
7.3%
N 4800
 
5.9%
v 4800
 
5.9%
w 3658
 
4.5%
o 3216
 
4.0%
c 3216
 
4.0%
n 3216
 
4.0%
Other values (10) 17438
21.6%
Common
ValueCountFrequency (%)
14632
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 95315
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20907
21.9%
14632
15.4%
r 7164
 
7.5%
a 6355
 
6.7%
t 5913
 
6.2%
N 4800
 
5.0%
v 4800
 
5.0%
w 3658
 
3.8%
o 3216
 
3.4%
c 3216
 
3.4%
Other values (11) 20654
21.7%

BSBG14D
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
5577 
A few times a year
1220 
At least once a week
842 
Once or twice a month
819 

Length

Max length21
Median length5
Mean length9.917711
Min length5

Characters and Unicode

Total characters83884
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 5577
65.9%
A few times a year 1220
 
14.4%
At least once a week 842
 
10.0%
Once or twice a month 819
 
9.7%

Length

2023-10-30T21:42:50.493074image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:50.887136image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 5577
27.9%
a 4101
20.5%
once 1661
 
8.3%
few 1220
 
6.1%
times 1220
 
6.1%
year 1220
 
6.1%
at 842
 
4.2%
least 842
 
4.2%
week 842
 
4.2%
or 819
 
4.1%
Other values (2) 1638
 
8.2%

Most occurring characters

ValueCountFrequency (%)
e 19820
23.6%
11524
13.7%
r 7616
 
9.1%
N 5577
 
6.6%
v 5577
 
6.6%
a 4943
 
5.9%
t 4542
 
5.4%
w 2881
 
3.4%
o 2480
 
3.0%
c 2480
 
3.0%
Other values (11) 16444
19.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 63902
76.2%
Space Separator 11524
 
13.7%
Uppercase Letter 8458
 
10.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19820
31.0%
r 7616
 
11.9%
v 5577
 
8.7%
a 4943
 
7.7%
t 4542
 
7.1%
w 2881
 
4.5%
o 2480
 
3.9%
c 2480
 
3.9%
n 2480
 
3.9%
s 2062
 
3.2%
Other values (7) 9021
14.1%
Uppercase Letter
ValueCountFrequency (%)
N 5577
65.9%
A 2062
 
24.4%
O 819
 
9.7%
Space Separator
ValueCountFrequency (%)
11524
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 72360
86.3%
Common 11524
 
13.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19820
27.4%
r 7616
 
10.5%
N 5577
 
7.7%
v 5577
 
7.7%
a 4943
 
6.8%
t 4542
 
6.3%
w 2881
 
4.0%
o 2480
 
3.4%
c 2480
 
3.4%
n 2480
 
3.4%
Other values (10) 13964
19.3%
Common
ValueCountFrequency (%)
11524
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 83884
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19820
23.6%
11524
13.7%
r 7616
 
9.1%
N 5577
 
6.6%
v 5577
 
6.6%
a 4943
 
5.9%
t 4542
 
5.4%
w 2881
 
3.4%
o 2480
 
3.0%
c 2480
 
3.0%
Other values (11) 16444
19.6%

BSBG14E
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
5876 
A few times a year
984 
At least once a week
925 
Once or twice a month
673 

Length

Max length21
Median length5
Mean length9.4259872
Min length5

Characters and Unicode

Total characters79725
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 5876
69.5%
A few times a year 984
 
11.6%
At least once a week 925
 
10.9%
Once or twice a month 673
 
8.0%

Length

2023-10-30T21:42:51.401711image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:51.791652image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 5876
31.3%
a 3566
19.0%
once 1598
 
8.5%
few 984
 
5.2%
times 984
 
5.2%
year 984
 
5.2%
at 925
 
4.9%
least 925
 
4.9%
week 925
 
4.9%
or 673
 
3.6%
Other values (2) 1346
 
7.2%

Most occurring characters

ValueCountFrequency (%)
e 19750
24.8%
10328
13.0%
r 7533
 
9.4%
N 5876
 
7.4%
v 5876
 
7.4%
a 4491
 
5.6%
t 4180
 
5.2%
w 2582
 
3.2%
o 2271
 
2.8%
c 2271
 
2.8%
Other values (11) 14567
18.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 60939
76.4%
Space Separator 10328
 
13.0%
Uppercase Letter 8458
 
10.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19750
32.4%
r 7533
 
12.4%
v 5876
 
9.6%
a 4491
 
7.4%
t 4180
 
6.9%
w 2582
 
4.2%
o 2271
 
3.7%
c 2271
 
3.7%
n 2271
 
3.7%
s 1909
 
3.1%
Other values (7) 7805
 
12.8%
Uppercase Letter
ValueCountFrequency (%)
N 5876
69.5%
A 1909
 
22.6%
O 673
 
8.0%
Space Separator
ValueCountFrequency (%)
10328
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 69397
87.0%
Common 10328
 
13.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19750
28.5%
r 7533
 
10.9%
N 5876
 
8.5%
v 5876
 
8.5%
a 4491
 
6.5%
t 4180
 
6.0%
w 2582
 
3.7%
o 2271
 
3.3%
c 2271
 
3.3%
n 2271
 
3.3%
Other values (10) 12296
17.7%
Common
ValueCountFrequency (%)
10328
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 79725
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19750
24.8%
10328
13.0%
r 7533
 
9.4%
N 5876
 
7.4%
v 5876
 
7.4%
a 4491
 
5.6%
t 4180
 
5.2%
w 2582
 
3.2%
o 2271
 
2.8%
c 2271
 
2.8%
Other values (11) 14567
18.3%

BSBG14F
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
3617 
A few times a year
1811 
At least once a week
1687 
Once or twice a month
1343 

Length

Max length21
Median length20
Mean length13.315914
Min length5

Characters and Unicode

Total characters112626
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAt least once a week
2nd rowAt least once a week
3rd rowOnce or twice a month
4th rowOnce or twice a month
5th rowNever

Common Values

ValueCountFrequency (%)
Never 3617
42.8%
A few times a year 1811
21.4%
At least once a week 1687
19.9%
Once or twice a month 1343
 
15.9%

Length

2023-10-30T21:42:52.956512image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:53.457286image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 6652
23.9%
never 3617
13.0%
once 3030
10.9%
few 1811
 
6.5%
times 1811
 
6.5%
year 1811
 
6.5%
at 1687
 
6.1%
least 1687
 
6.1%
week 1687
 
6.1%
or 1343
 
4.8%
Other values (2) 2686
9.7%

Most occurring characters

ValueCountFrequency (%)
e 22101
19.6%
19364
17.2%
a 8339
 
7.4%
t 7871
 
7.0%
r 6771
 
6.0%
w 4841
 
4.3%
o 4373
 
3.9%
c 4373
 
3.9%
n 4373
 
3.9%
N 3617
 
3.2%
Other values (11) 26603
23.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 84804
75.3%
Space Separator 19364
 
17.2%
Uppercase Letter 8458
 
7.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 22101
26.1%
a 8339
 
9.8%
t 7871
 
9.3%
r 6771
 
8.0%
w 4841
 
5.7%
o 4373
 
5.2%
c 4373
 
5.2%
n 4373
 
5.2%
v 3617
 
4.3%
s 3498
 
4.1%
Other values (7) 14647
17.3%
Uppercase Letter
ValueCountFrequency (%)
N 3617
42.8%
A 3498
41.4%
O 1343
 
15.9%
Space Separator
ValueCountFrequency (%)
19364
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 93262
82.8%
Common 19364
 
17.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 22101
23.7%
a 8339
 
8.9%
t 7871
 
8.4%
r 6771
 
7.3%
w 4841
 
5.2%
o 4373
 
4.7%
c 4373
 
4.7%
n 4373
 
4.7%
N 3617
 
3.9%
v 3617
 
3.9%
Other values (10) 22986
24.6%
Common
ValueCountFrequency (%)
19364
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 112626
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 22101
19.6%
19364
17.2%
a 8339
 
7.4%
t 7871
 
7.0%
r 6771
 
6.0%
w 4841
 
4.3%
o 4373
 
3.9%
c 4373
 
3.9%
n 4373
 
3.9%
N 3617
 
3.2%
Other values (11) 26603
23.6%

BSBG14G
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
6753 
A few times a year
697 
Once or twice a month
 
507
At least once a week
 
501

Length

Max length21
Median length5
Mean length7.9188934
Min length5

Characters and Unicode

Total characters66978
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6753
79.8%
A few times a year 697
 
8.2%
Once or twice a month 507
 
6.0%
At least once a week 501
 
5.9%

Length

2023-10-30T21:42:54.105853image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:54.551965image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6753
44.2%
a 2402
 
15.7%
once 1008
 
6.6%
few 697
 
4.6%
times 697
 
4.6%
year 697
 
4.6%
or 507
 
3.3%
twice 507
 
3.3%
month 507
 
3.3%
at 501
 
3.3%
Other values (2) 1002
 
6.6%

Most occurring characters

ValueCountFrequency (%)
e 18615
27.8%
r 7957
11.9%
6820
 
10.2%
N 6753
 
10.1%
v 6753
 
10.1%
a 2903
 
4.3%
t 2713
 
4.1%
w 1705
 
2.5%
o 1515
 
2.3%
c 1515
 
2.3%
Other values (11) 9729
14.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 51700
77.2%
Uppercase Letter 8458
 
12.6%
Space Separator 6820
 
10.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18615
36.0%
r 7957
15.4%
v 6753
 
13.1%
a 2903
 
5.6%
t 2713
 
5.2%
w 1705
 
3.3%
o 1515
 
2.9%
c 1515
 
2.9%
n 1515
 
2.9%
m 1204
 
2.3%
Other values (7) 5305
 
10.3%
Uppercase Letter
ValueCountFrequency (%)
N 6753
79.8%
A 1198
 
14.2%
O 507
 
6.0%
Space Separator
ValueCountFrequency (%)
6820
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 60158
89.8%
Common 6820
 
10.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18615
30.9%
r 7957
13.2%
N 6753
 
11.2%
v 6753
 
11.2%
a 2903
 
4.8%
t 2713
 
4.5%
w 1705
 
2.8%
o 1515
 
2.5%
c 1515
 
2.5%
n 1515
 
2.5%
Other values (10) 8214
13.7%
Common
ValueCountFrequency (%)
6820
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 66978
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18615
27.8%
r 7957
11.9%
6820
 
10.2%
N 6753
 
10.1%
v 6753
 
10.1%
a 2903
 
4.3%
t 2713
 
4.1%
w 1705
 
2.5%
o 1515
 
2.3%
c 1515
 
2.3%
Other values (11) 9729
14.5%

BSBG14H
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
6425 
A few times a year
798 
At least once a week
695 
Once or twice a month
 
540

Length

Max length21
Median length5
Mean length8.4806101
Min length5

Characters and Unicode

Total characters71729
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6425
76.0%
A few times a year 798
 
9.4%
At least once a week 695
 
8.2%
Once or twice a month 540
 
6.4%

Length

2023-10-30T21:42:55.004220image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:55.398170image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6425
38.7%
a 2831
17.1%
once 1235
 
7.4%
few 798
 
4.8%
times 798
 
4.8%
year 798
 
4.8%
at 695
 
4.2%
least 695
 
4.2%
week 695
 
4.2%
or 540
 
3.3%
Other values (2) 1080
 
6.5%

Most occurring characters

ValueCountFrequency (%)
e 19104
26.6%
8132
11.3%
r 7763
10.8%
N 6425
 
9.0%
v 6425
 
9.0%
a 3526
 
4.9%
t 3268
 
4.6%
w 2033
 
2.8%
o 1775
 
2.5%
c 1775
 
2.5%
Other values (11) 11503
16.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 55139
76.9%
Uppercase Letter 8458
 
11.8%
Space Separator 8132
 
11.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19104
34.6%
r 7763
14.1%
v 6425
 
11.7%
a 3526
 
6.4%
t 3268
 
5.9%
w 2033
 
3.7%
o 1775
 
3.2%
c 1775
 
3.2%
n 1775
 
3.2%
s 1493
 
2.7%
Other values (7) 6202
 
11.2%
Uppercase Letter
ValueCountFrequency (%)
N 6425
76.0%
A 1493
 
17.7%
O 540
 
6.4%
Space Separator
ValueCountFrequency (%)
8132
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 63597
88.7%
Common 8132
 
11.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19104
30.0%
r 7763
12.2%
N 6425
 
10.1%
v 6425
 
10.1%
a 3526
 
5.5%
t 3268
 
5.1%
w 2033
 
3.2%
o 1775
 
2.8%
c 1775
 
2.8%
n 1775
 
2.8%
Other values (10) 9728
15.3%
Common
ValueCountFrequency (%)
8132
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 71729
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19104
26.6%
8132
11.3%
r 7763
10.8%
N 6425
 
9.0%
v 6425
 
9.0%
a 3526
 
4.9%
t 3268
 
4.6%
w 2033
 
2.8%
o 1775
 
2.5%
c 1775
 
2.5%
Other values (11) 11503
16.0%

BSBG14I
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
7055 
A few times a year
 
665
At least once a week
 
395
Once or twice a month
 
343

Length

Max length21
Median length5
Mean length7.3714826
Min length5

Characters and Unicode

Total characters62348
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 7055
83.4%
A few times a year 665
 
7.9%
At least once a week 395
 
4.7%
Once or twice a month 343
 
4.1%

Length

2023-10-30T21:42:55.821465image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:56.210987image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 7055
50.1%
a 2068
 
14.7%
once 738
 
5.2%
few 665
 
4.7%
times 665
 
4.7%
year 665
 
4.7%
at 395
 
2.8%
least 395
 
2.8%
week 395
 
2.8%
or 343
 
2.4%
Other values (2) 686
 
4.9%

Most occurring characters

ValueCountFrequency (%)
e 18371
29.5%
r 8063
12.9%
N 7055
 
11.3%
v 7055
 
11.3%
5612
 
9.0%
a 2463
 
4.0%
t 2141
 
3.4%
w 1403
 
2.3%
o 1081
 
1.7%
c 1081
 
1.7%
Other values (11) 8023
12.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 48278
77.4%
Uppercase Letter 8458
 
13.6%
Space Separator 5612
 
9.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18371
38.1%
r 8063
16.7%
v 7055
 
14.6%
a 2463
 
5.1%
t 2141
 
4.4%
w 1403
 
2.9%
o 1081
 
2.2%
c 1081
 
2.2%
n 1081
 
2.2%
s 1060
 
2.2%
Other values (7) 4479
 
9.3%
Uppercase Letter
ValueCountFrequency (%)
N 7055
83.4%
A 1060
 
12.5%
O 343
 
4.1%
Space Separator
ValueCountFrequency (%)
5612
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 56736
91.0%
Common 5612
 
9.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18371
32.4%
r 8063
14.2%
N 7055
 
12.4%
v 7055
 
12.4%
a 2463
 
4.3%
t 2141
 
3.8%
w 1403
 
2.5%
o 1081
 
1.9%
c 1081
 
1.9%
n 1081
 
1.9%
Other values (10) 6942
 
12.2%
Common
ValueCountFrequency (%)
5612
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 62348
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18371
29.5%
r 8063
12.9%
N 7055
 
11.3%
v 7055
 
11.3%
5612
 
9.0%
a 2463
 
4.0%
t 2141
 
3.4%
w 1403
 
2.3%
o 1081
 
1.7%
c 1081
 
1.7%
Other values (11) 8023
12.9%

BSBG14J
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
7572 
A few times a year
 
389
At least once a week
 
260
Once or twice a month
 
237

Length

Max length21
Median length5
Mean length6.5073303
Min length5

Characters and Unicode

Total characters55039
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 7572
89.5%
A few times a year 389
 
4.6%
At least once a week 260
 
3.1%
Once or twice a month 237
 
2.8%

Length

2023-10-30T21:42:56.783670image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:57.183343image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 7572
63.1%
a 1275
 
10.6%
once 497
 
4.1%
few 389
 
3.2%
times 389
 
3.2%
year 389
 
3.2%
at 260
 
2.2%
least 260
 
2.2%
week 260
 
2.2%
or 237
 
2.0%
Other values (2) 474
 
3.9%

Most occurring characters

ValueCountFrequency (%)
e 17825
32.4%
r 8198
14.9%
N 7572
13.8%
v 7572
13.8%
3544
 
6.4%
a 1535
 
2.8%
t 1383
 
2.5%
w 886
 
1.6%
o 734
 
1.3%
c 734
 
1.3%
Other values (11) 5056
 
9.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 43037
78.2%
Uppercase Letter 8458
 
15.4%
Space Separator 3544
 
6.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 17825
41.4%
r 8198
19.0%
v 7572
17.6%
a 1535
 
3.6%
t 1383
 
3.2%
w 886
 
2.1%
o 734
 
1.7%
c 734
 
1.7%
n 734
 
1.7%
s 649
 
1.5%
Other values (7) 2787
 
6.5%
Uppercase Letter
ValueCountFrequency (%)
N 7572
89.5%
A 649
 
7.7%
O 237
 
2.8%
Space Separator
ValueCountFrequency (%)
3544
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 51495
93.6%
Common 3544
 
6.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 17825
34.6%
r 8198
15.9%
N 7572
14.7%
v 7572
14.7%
a 1535
 
3.0%
t 1383
 
2.7%
w 886
 
1.7%
o 734
 
1.4%
c 734
 
1.4%
n 734
 
1.4%
Other values (10) 4322
 
8.4%
Common
ValueCountFrequency (%)
3544
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 55039
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 17825
32.4%
r 8198
14.9%
N 7572
13.8%
v 7572
13.8%
3544
 
6.4%
a 1535
 
2.8%
t 1383
 
2.5%
w 886
 
1.6%
o 734
 
1.3%
c 734
 
1.3%
Other values (11) 5056
 
9.2%

BSBG14K
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
7234 
A few times a year
 
608
At least once a week
 
337
Once or twice a month
 
279

Length

Max length21
Median length5
Mean length7.0599432
Min length5

Characters and Unicode

Total characters59713
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 7234
85.5%
A few times a year 608
 
7.2%
At least once a week 337
 
4.0%
Once or twice a month 279
 
3.3%

Length

2023-10-30T21:42:57.616077image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:57.999888image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 7234
54.2%
a 1832
 
13.7%
once 616
 
4.6%
few 608
 
4.6%
times 608
 
4.6%
year 608
 
4.6%
at 337
 
2.5%
least 337
 
2.5%
week 337
 
2.5%
or 279
 
2.1%
Other values (2) 558
 
4.2%

Most occurring characters

ValueCountFrequency (%)
e 18198
30.5%
r 8121
13.6%
N 7234
 
12.1%
v 7234
 
12.1%
4896
 
8.2%
a 2169
 
3.6%
t 1840
 
3.1%
w 1224
 
2.0%
A 945
 
1.6%
s 945
 
1.6%
Other values (11) 6907
 
11.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 46359
77.6%
Uppercase Letter 8458
 
14.2%
Space Separator 4896
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18198
39.3%
r 8121
17.5%
v 7234
 
15.6%
a 2169
 
4.7%
t 1840
 
4.0%
w 1224
 
2.6%
s 945
 
2.0%
o 895
 
1.9%
c 895
 
1.9%
n 895
 
1.9%
Other values (7) 3943
 
8.5%
Uppercase Letter
ValueCountFrequency (%)
N 7234
85.5%
A 945
 
11.2%
O 279
 
3.3%
Space Separator
ValueCountFrequency (%)
4896
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 54817
91.8%
Common 4896
 
8.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18198
33.2%
r 8121
14.8%
N 7234
 
13.2%
v 7234
 
13.2%
a 2169
 
4.0%
t 1840
 
3.4%
w 1224
 
2.2%
A 945
 
1.7%
s 945
 
1.7%
o 895
 
1.6%
Other values (10) 6012
 
11.0%
Common
ValueCountFrequency (%)
4896
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 59713
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18198
30.5%
r 8121
13.6%
N 7234
 
12.1%
v 7234
 
12.1%
4896
 
8.2%
a 2169
 
3.6%
t 1840
 
3.1%
w 1224
 
2.0%
A 945
 
1.6%
s 945
 
1.6%
Other values (11) 6907
 
11.6%

BSBG14L
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
6844 
A few times a year
851 
Once or twice a month
 
383
At least once a week
 
380

Length

Max length21
Median length5
Mean length7.7064318
Min length5

Characters and Unicode

Total characters65181
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowOnce or twice a month
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6844
80.9%
A few times a year 851
 
10.1%
Once or twice a month 383
 
4.5%
At least once a week 380
 
4.5%

Length

2023-10-30T21:42:58.531337image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:58.944535image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6844
45.9%
a 2465
 
16.5%
few 851
 
5.7%
times 851
 
5.7%
year 851
 
5.7%
once 763
 
5.1%
or 383
 
2.6%
twice 383
 
2.6%
month 383
 
2.6%
at 380
 
2.5%
Other values (2) 760
 
5.1%

Most occurring characters

ValueCountFrequency (%)
e 18527
28.4%
r 8078
12.4%
N 6844
 
10.5%
v 6844
 
10.5%
6456
 
9.9%
a 2845
 
4.4%
t 2377
 
3.6%
w 1614
 
2.5%
i 1234
 
1.9%
m 1234
 
1.9%
Other values (11) 9128
14.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 50267
77.1%
Uppercase Letter 8458
 
13.0%
Space Separator 6456
 
9.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18527
36.9%
r 8078
16.1%
v 6844
 
13.6%
a 2845
 
5.7%
t 2377
 
4.7%
w 1614
 
3.2%
i 1234
 
2.5%
m 1234
 
2.5%
s 1231
 
2.4%
n 1146
 
2.3%
Other values (7) 5137
 
10.2%
Uppercase Letter
ValueCountFrequency (%)
N 6844
80.9%
A 1231
 
14.6%
O 383
 
4.5%
Space Separator
ValueCountFrequency (%)
6456
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 58725
90.1%
Common 6456
 
9.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18527
31.5%
r 8078
13.8%
N 6844
 
11.7%
v 6844
 
11.7%
a 2845
 
4.8%
t 2377
 
4.0%
w 1614
 
2.7%
i 1234
 
2.1%
m 1234
 
2.1%
s 1231
 
2.1%
Other values (10) 7897
13.4%
Common
ValueCountFrequency (%)
6456
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 65181
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18527
28.4%
r 8078
12.4%
N 6844
 
10.5%
v 6844
 
10.5%
6456
 
9.9%
a 2845
 
4.4%
t 2377
 
3.6%
w 1614
 
2.5%
i 1234
 
1.9%
m 1234
 
1.9%
Other values (11) 9128
14.0%

BSBG14M
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
6560 
A few times a year
994 
At least once a week
 
484
Once or twice a month
 
420

Length

Max length21
Median length5
Mean length8.1806574
Min length5

Characters and Unicode

Total characters69192
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6560
77.6%
A few times a year 994
 
11.8%
At least once a week 484
 
5.7%
Once or twice a month 420
 
5.0%

Length

2023-10-30T21:42:59.298692image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:42:59.666035image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6560
40.9%
a 2892
18.0%
few 994
 
6.2%
times 994
 
6.2%
year 994
 
6.2%
once 904
 
5.6%
at 484
 
3.0%
least 484
 
3.0%
week 484
 
3.0%
or 420
 
2.6%
Other values (2) 840
 
5.2%

Most occurring characters

ValueCountFrequency (%)
e 18878
27.3%
r 7974
11.5%
7592
11.0%
N 6560
 
9.5%
v 6560
 
9.5%
a 3376
 
4.9%
t 2802
 
4.0%
w 1898
 
2.7%
A 1478
 
2.1%
s 1478
 
2.1%
Other values (11) 10596
15.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 53142
76.8%
Uppercase Letter 8458
 
12.2%
Space Separator 7592
 
11.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18878
35.5%
r 7974
15.0%
v 6560
 
12.3%
a 3376
 
6.4%
t 2802
 
5.3%
w 1898
 
3.6%
s 1478
 
2.8%
m 1414
 
2.7%
i 1414
 
2.7%
o 1324
 
2.5%
Other values (7) 6024
 
11.3%
Uppercase Letter
ValueCountFrequency (%)
N 6560
77.6%
A 1478
 
17.5%
O 420
 
5.0%
Space Separator
ValueCountFrequency (%)
7592
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 61600
89.0%
Common 7592
 
11.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18878
30.6%
r 7974
12.9%
N 6560
 
10.6%
v 6560
 
10.6%
a 3376
 
5.5%
t 2802
 
4.5%
w 1898
 
3.1%
A 1478
 
2.4%
s 1478
 
2.4%
m 1414
 
2.3%
Other values (10) 9182
14.9%
Common
ValueCountFrequency (%)
7592
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 69192
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18878
27.3%
r 7974
11.5%
7592
11.0%
N 6560
 
9.5%
v 6560
 
9.5%
a 3376
 
4.9%
t 2802
 
4.0%
w 1898
 
2.7%
A 1478
 
2.1%
s 1478
 
2.1%
Other values (11) 10596
15.3%

BSBG14N
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
5068 
A few times a year
1642 
At least once a week
965 
Once or twice a month
783 

Length

Max length21
Median length5
Mean length10.716363
Min length5

Characters and Unicode

Total characters90639
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowOnce or twice a month
2nd rowAt least once a week
3rd rowOnce or twice a month
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 5068
59.9%
A few times a year 1642
 
19.4%
At least once a week 965
 
11.4%
Once or twice a month 783
 
9.3%

Length

2023-10-30T21:43:00.206648image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:00.573024image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 5068
23.0%
a 5032
22.9%
once 1748
 
7.9%
few 1642
 
7.5%
times 1642
 
7.5%
year 1642
 
7.5%
at 965
 
4.4%
least 965
 
4.4%
week 965
 
4.4%
or 783
 
3.6%
Other values (2) 1566
 
7.1%

Most occurring characters

ValueCountFrequency (%)
e 20488
22.6%
13560
15.0%
r 7493
 
8.3%
a 5997
 
6.6%
t 5138
 
5.7%
N 5068
 
5.6%
v 5068
 
5.6%
w 3390
 
3.7%
A 2607
 
2.9%
s 2607
 
2.9%
Other values (11) 19223
21.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 68621
75.7%
Space Separator 13560
 
15.0%
Uppercase Letter 8458
 
9.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20488
29.9%
r 7493
 
10.9%
a 5997
 
8.7%
t 5138
 
7.5%
v 5068
 
7.4%
w 3390
 
4.9%
s 2607
 
3.8%
o 2531
 
3.7%
c 2531
 
3.7%
n 2531
 
3.7%
Other values (7) 10847
15.8%
Uppercase Letter
ValueCountFrequency (%)
N 5068
59.9%
A 2607
30.8%
O 783
 
9.3%
Space Separator
ValueCountFrequency (%)
13560
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 77079
85.0%
Common 13560
 
15.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20488
26.6%
r 7493
 
9.7%
a 5997
 
7.8%
t 5138
 
6.7%
N 5068
 
6.6%
v 5068
 
6.6%
w 3390
 
4.4%
A 2607
 
3.4%
s 2607
 
3.4%
o 2531
 
3.3%
Other values (10) 16692
21.7%
Common
ValueCountFrequency (%)
13560
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 90639
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20488
22.6%
13560
15.0%
r 7493
 
8.3%
a 5997
 
6.6%
t 5138
 
5.7%
N 5068
 
5.6%
v 5068
 
5.6%
w 3390
 
3.7%
A 2607
 
2.9%
s 2607
 
2.9%
Other values (11) 19223
21.2%

BSBM15
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Every or almost every lesson
3195 
Some lessons
3186 
About half the lessons
1731 
Never
346 

Length

Max length28
Median length22
Mean length19.804209
Min length5

Characters and Unicode

Total characters167504
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome lessons
2nd rowSome lessons
3rd rowAbout half the lessons
4th rowEvery or almost every lesson
5th rowEvery or almost every lesson

Common Values

ValueCountFrequency (%)
Every or almost every lesson 3195
37.8%
Some lessons 3186
37.7%
About half the lessons 1731
20.5%
Never 346
 
4.1%

Length

2023-10-30T21:43:01.057768image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:01.461839image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 6390
21.6%
lessons 4917
16.6%
or 3195
10.8%
almost 3195
10.8%
lesson 3195
10.8%
some 3186
10.8%
about 1731
 
5.8%
half 1731
 
5.8%
the 1731
 
5.8%
never 346
 
1.2%

Most occurring characters

ValueCountFrequency (%)
s 24336
14.5%
e 23306
13.9%
21159
12.6%
o 19419
11.6%
l 13038
7.8%
r 9931
 
5.9%
n 8112
 
4.8%
v 6736
 
4.0%
t 6657
 
4.0%
y 6390
 
3.8%
Other values (10) 28420
17.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 137887
82.3%
Space Separator 21159
 
12.6%
Uppercase Letter 8458
 
5.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 24336
17.6%
e 23306
16.9%
o 19419
14.1%
l 13038
9.5%
r 9931
7.2%
n 8112
 
5.9%
v 6736
 
4.9%
t 6657
 
4.8%
y 6390
 
4.6%
m 6381
 
4.6%
Other values (5) 13581
9.8%
Uppercase Letter
ValueCountFrequency (%)
E 3195
37.8%
S 3186
37.7%
A 1731
20.5%
N 346
 
4.1%
Space Separator
ValueCountFrequency (%)
21159
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 146345
87.4%
Common 21159
 
12.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 24336
16.6%
e 23306
15.9%
o 19419
13.3%
l 13038
8.9%
r 9931
6.8%
n 8112
 
5.5%
v 6736
 
4.6%
t 6657
 
4.5%
y 6390
 
4.4%
m 6381
 
4.4%
Other values (9) 22039
15.1%
Common
ValueCountFrequency (%)
21159
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 167504
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 24336
14.5%
e 23306
13.9%
21159
12.6%
o 19419
11.6%
l 13038
7.8%
r 9931
 
5.9%
n 8112
 
4.8%
v 6736
 
4.0%
t 6657
 
4.0%
y 6390
 
3.8%
Other values (10) 28420
17.0%

BSBM16A
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
4121 
Agree a little
2829 
Disagree a little
829 
Disagree a lot
679 

Length

Max length17
Median length14
Mean length12.832348
Min length11

Characters and Unicode

Total characters108536
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Agree a lot 4121
48.7%
Agree a little 2829
33.4%
Disagree a little 829
 
9.8%
Disagree a lot 679
 
8.0%

Length

2023-10-30T21:43:01.904190image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:02.296984image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6950
27.4%
lot 4800
18.9%
little 3658
14.4%
disagree 1508
 
5.9%

Most occurring characters

ValueCountFrequency (%)
e 20574
19.0%
16916
15.6%
l 12116
11.2%
t 12116
11.2%
a 9966
9.2%
g 8458
7.8%
r 8458
7.8%
A 6950
 
6.4%
i 5166
 
4.8%
o 4800
 
4.4%
Other values (2) 3016
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 83162
76.6%
Space Separator 16916
 
15.6%
Uppercase Letter 8458
 
7.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20574
24.7%
l 12116
14.6%
t 12116
14.6%
a 9966
12.0%
g 8458
10.2%
r 8458
10.2%
i 5166
 
6.2%
o 4800
 
5.8%
s 1508
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 6950
82.2%
D 1508
 
17.8%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 91620
84.4%
Common 16916
 
15.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20574
22.5%
l 12116
13.2%
t 12116
13.2%
a 9966
10.9%
g 8458
9.2%
r 8458
9.2%
A 6950
 
7.6%
i 5166
 
5.6%
o 4800
 
5.2%
D 1508
 
1.6%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 108536
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20574
19.0%
16916
15.6%
l 12116
11.2%
t 12116
11.2%
a 9966
9.2%
g 8458
7.8%
r 8458
7.8%
A 6950
 
6.4%
i 5166
 
4.8%
o 4800
 
4.4%
Other values (2) 3016
 
2.8%

BSBM16B
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Disagree a lot
4829 
Disagree a little
1405 
Agree a little
1346 
Agree a lot
878 

Length

Max length17
Median length14
Mean length14.186924
Min length11

Characters and Unicode

Total characters119993
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a lot
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Disagree a lot 4829
57.1%
Disagree a little 1405
 
16.6%
Agree a little 1346
 
15.9%
Agree a lot 878
 
10.4%

Length

2023-10-30T21:43:02.741912image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:03.178299image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
disagree 6234
24.6%
lot 5707
22.5%
little 2751
 
10.8%
agree 2224
 
8.8%

Most occurring characters

ValueCountFrequency (%)
e 19667
16.4%
16916
14.1%
a 14692
12.2%
l 11209
9.3%
t 11209
9.3%
i 8985
7.5%
g 8458
7.0%
r 8458
7.0%
D 6234
 
5.2%
s 6234
 
5.2%
Other values (2) 7931
6.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 94619
78.9%
Space Separator 16916
 
14.1%
Uppercase Letter 8458
 
7.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19667
20.8%
a 14692
15.5%
l 11209
11.8%
t 11209
11.8%
i 8985
9.5%
g 8458
8.9%
r 8458
8.9%
s 6234
 
6.6%
o 5707
 
6.0%
Uppercase Letter
ValueCountFrequency (%)
D 6234
73.7%
A 2224
 
26.3%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 103077
85.9%
Common 16916
 
14.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19667
19.1%
a 14692
14.3%
l 11209
10.9%
t 11209
10.9%
i 8985
8.7%
g 8458
8.2%
r 8458
8.2%
D 6234
 
6.0%
s 6234
 
6.0%
o 5707
 
5.5%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 119993
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19667
16.4%
16916
14.1%
a 14692
12.2%
l 11209
9.3%
t 11209
9.3%
i 8985
7.5%
g 8458
7.0%
r 8458
7.0%
D 6234
 
5.2%
s 6234
 
5.2%
Other values (2) 7931
6.6%

BSBM16C
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Disagree a lot
3955 
Agree a little
1874 
Disagree a little
1721 
Agree a lot
908 

Length

Max length17
Median length14
Mean length14.288366
Min length11

Characters and Unicode

Total characters120851
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowDisagree a lot

Common Values

ValueCountFrequency (%)
Disagree a lot 3955
46.8%
Agree a little 1874
22.2%
Disagree a little 1721
20.3%
Agree a lot 908
 
10.7%

Length

2023-10-30T21:43:03.684322image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:04.154501image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
disagree 5676
22.4%
lot 4863
19.2%
little 3595
14.2%
agree 2782
 
11.0%

Most occurring characters

ValueCountFrequency (%)
e 20511
17.0%
16916
14.0%
a 14134
11.7%
l 12053
10.0%
t 12053
10.0%
i 9271
7.7%
g 8458
7.0%
r 8458
7.0%
D 5676
 
4.7%
s 5676
 
4.7%
Other values (2) 7645
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 95477
79.0%
Space Separator 16916
 
14.0%
Uppercase Letter 8458
 
7.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20511
21.5%
a 14134
14.8%
l 12053
12.6%
t 12053
12.6%
i 9271
9.7%
g 8458
8.9%
r 8458
8.9%
s 5676
 
5.9%
o 4863
 
5.1%
Uppercase Letter
ValueCountFrequency (%)
D 5676
67.1%
A 2782
32.9%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 103935
86.0%
Common 16916
 
14.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20511
19.7%
a 14134
13.6%
l 12053
11.6%
t 12053
11.6%
i 9271
8.9%
g 8458
8.1%
r 8458
8.1%
D 5676
 
5.5%
s 5676
 
5.5%
o 4863
 
4.7%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 120851
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20511
17.0%
16916
14.0%
a 14134
11.7%
l 12053
10.0%
t 12053
10.0%
i 9271
7.7%
g 8458
7.0%
r 8458
7.0%
D 5676
 
4.7%
s 5676
 
4.7%
Other values (2) 7645
 
6.3%

BSBM16D
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
4733 
Agree a little
2296 
Disagree a little
839 
Disagree a lot
590 

Length

Max length17
Median length11
Mean length12.618822
Min length11

Characters and Unicode

Total characters106730
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 4733
56.0%
Agree a little 2296
27.1%
Disagree a little 839
 
9.9%
Disagree a lot 590
 
7.0%

Length

2023-10-30T21:43:04.736502image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:05.294168image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7029
27.7%
lot 5323
21.0%
little 3135
 
12.4%
disagree 1429
 
5.6%

Most occurring characters

ValueCountFrequency (%)
e 20051
18.8%
16916
15.8%
l 11593
10.9%
t 11593
10.9%
a 9887
9.3%
g 8458
7.9%
r 8458
7.9%
A 7029
 
6.6%
o 5323
 
5.0%
i 4564
 
4.3%
Other values (2) 2858
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 81356
76.2%
Space Separator 16916
 
15.8%
Uppercase Letter 8458
 
7.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20051
24.6%
l 11593
14.2%
t 11593
14.2%
a 9887
12.2%
g 8458
10.4%
r 8458
10.4%
o 5323
 
6.5%
i 4564
 
5.6%
s 1429
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 7029
83.1%
D 1429
 
16.9%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 89814
84.2%
Common 16916
 
15.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20051
22.3%
l 11593
12.9%
t 11593
12.9%
a 9887
11.0%
g 8458
9.4%
r 8458
9.4%
A 7029
 
7.8%
o 5323
 
5.9%
i 4564
 
5.1%
D 1429
 
1.6%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 106730
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20051
18.8%
16916
15.8%
l 11593
10.9%
t 11593
10.9%
a 9887
9.3%
g 8458
7.9%
r 8458
7.9%
A 7029
 
6.6%
o 5323
 
5.0%
i 4564
 
4.3%
Other values (2) 2858
 
2.7%

BSBM16E
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
4164 
Agree a little
2596 
Disagree a little
865 
Disagree a lot
833 

Length

Max length17
Median length14
Mean length12.829865
Min length11

Characters and Unicode

Total characters108515
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 4164
49.2%
Agree a little 2596
30.7%
Disagree a little 865
 
10.2%
Disagree a lot 833
 
9.8%

Length

2023-10-30T21:43:05.940672image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:06.448458image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6760
26.6%
lot 4997
19.7%
little 3461
13.6%
disagree 1698
 
6.7%

Most occurring characters

ValueCountFrequency (%)
e 20377
18.8%
16916
15.6%
l 11919
11.0%
t 11919
11.0%
a 10156
9.4%
g 8458
7.8%
r 8458
7.8%
A 6760
 
6.2%
i 5159
 
4.8%
o 4997
 
4.6%
Other values (2) 3396
 
3.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 83141
76.6%
Space Separator 16916
 
15.6%
Uppercase Letter 8458
 
7.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20377
24.5%
l 11919
14.3%
t 11919
14.3%
a 10156
12.2%
g 8458
10.2%
r 8458
10.2%
i 5159
 
6.2%
o 4997
 
6.0%
s 1698
 
2.0%
Uppercase Letter
ValueCountFrequency (%)
A 6760
79.9%
D 1698
 
20.1%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 91599
84.4%
Common 16916
 
15.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20377
22.2%
l 11919
13.0%
t 11919
13.0%
a 10156
11.1%
g 8458
9.2%
r 8458
9.2%
A 6760
 
7.4%
i 5159
 
5.6%
o 4997
 
5.5%
D 1698
 
1.9%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 108515
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20377
18.8%
16916
15.6%
l 11919
11.0%
t 11919
11.0%
a 10156
9.4%
g 8458
7.8%
r 8458
7.8%
A 6760
 
6.2%
i 5159
 
4.8%
o 4997
 
4.6%
Other values (2) 3396
 
3.1%

BSBM16F
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
3727 
Agree a little
2825 
Disagree a little
1154 
Disagree a lot
752 

Length

Max length17
Median length14
Mean length13.087373
Min length11

Characters and Unicode

Total characters110693
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3727
44.1%
Agree a little 2825
33.4%
Disagree a little 1154
 
13.6%
Disagree a lot 752
 
8.9%

Length

2023-10-30T21:43:06.910553image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:07.317139image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6552
25.8%
lot 4479
17.7%
little 3979
15.7%
disagree 1906
 
7.5%

Most occurring characters

ValueCountFrequency (%)
e 20895
18.9%
16916
15.3%
l 12437
11.2%
t 12437
11.2%
a 10364
9.4%
g 8458
7.6%
r 8458
7.6%
A 6552
 
5.9%
i 5885
 
5.3%
o 4479
 
4.0%
Other values (2) 3812
 
3.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 85319
77.1%
Space Separator 16916
 
15.3%
Uppercase Letter 8458
 
7.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20895
24.5%
l 12437
14.6%
t 12437
14.6%
a 10364
12.1%
g 8458
9.9%
r 8458
9.9%
i 5885
 
6.9%
o 4479
 
5.2%
s 1906
 
2.2%
Uppercase Letter
ValueCountFrequency (%)
A 6552
77.5%
D 1906
 
22.5%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 93777
84.7%
Common 16916
 
15.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20895
22.3%
l 12437
13.3%
t 12437
13.3%
a 10364
11.1%
g 8458
9.0%
r 8458
9.0%
A 6552
 
7.0%
i 5885
 
6.3%
o 4479
 
4.8%
D 1906
 
2.0%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 110693
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20895
18.9%
16916
15.3%
l 12437
11.2%
t 12437
11.2%
a 10364
9.4%
g 8458
7.6%
r 8458
7.6%
A 6552
 
5.9%
i 5885
 
5.3%
o 4479
 
4.0%
Other values (2) 3812
 
3.4%

BSBM16G
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a little
3128 
Agree a lot
2699 
Disagree a little
1437 
Disagree a lot
1194 

Length

Max length17
Median length14
Mean length13.552376
Min length11

Characters and Unicode

Total characters114626
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a little
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Agree a little 3128
37.0%
Agree a lot 2699
31.9%
Disagree a little 1437
17.0%
Disagree a lot 1194
 
14.1%

Length

2023-10-30T21:43:07.717440image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:08.057358image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 5827
23.0%
little 4565
18.0%
lot 3893
15.3%
disagree 2631
 
10.4%

Most occurring characters

ValueCountFrequency (%)
e 21481
18.7%
16916
14.8%
l 13023
11.4%
t 13023
11.4%
a 11089
9.7%
g 8458
 
7.4%
r 8458
 
7.4%
i 7196
 
6.3%
A 5827
 
5.1%
o 3893
 
3.4%
Other values (2) 5262
 
4.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 89252
77.9%
Space Separator 16916
 
14.8%
Uppercase Letter 8458
 
7.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21481
24.1%
l 13023
14.6%
t 13023
14.6%
a 11089
12.4%
g 8458
 
9.5%
r 8458
 
9.5%
i 7196
 
8.1%
o 3893
 
4.4%
s 2631
 
2.9%
Uppercase Letter
ValueCountFrequency (%)
A 5827
68.9%
D 2631
31.1%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 97710
85.2%
Common 16916
 
14.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21481
22.0%
l 13023
13.3%
t 13023
13.3%
a 11089
11.3%
g 8458
 
8.7%
r 8458
 
8.7%
i 7196
 
7.4%
A 5827
 
6.0%
o 3893
 
4.0%
D 2631
 
2.7%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 114626
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21481
18.7%
16916
14.8%
l 13023
11.4%
t 13023
11.4%
a 11089
9.7%
g 8458
 
7.4%
r 8458
 
7.4%
i 7196
 
6.3%
A 5827
 
5.1%
o 3893
 
3.4%
Other values (2) 5262
 
4.6%

BSBM16H
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
3293 
Agree a little
2770 
Disagree a little
1366 
Disagree a lot
1029 

Length

Max length17
Median length14
Mean length13.316505
Min length11

Characters and Unicode

Total characters112631
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3293
38.9%
Agree a little 2770
32.8%
Disagree a little 1366
16.2%
Disagree a lot 1029
 
12.2%

Length

2023-10-30T21:43:08.457033image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:08.847743image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6063
23.9%
lot 4322
17.0%
little 4136
16.3%
disagree 2395
 
9.4%

Most occurring characters

ValueCountFrequency (%)
e 21052
18.7%
16916
15.0%
l 12594
11.2%
t 12594
11.2%
a 10853
9.6%
g 8458
7.5%
r 8458
7.5%
i 6531
 
5.8%
A 6063
 
5.4%
o 4322
 
3.8%
Other values (2) 4790
 
4.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 87257
77.5%
Space Separator 16916
 
15.0%
Uppercase Letter 8458
 
7.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21052
24.1%
l 12594
14.4%
t 12594
14.4%
a 10853
12.4%
g 8458
9.7%
r 8458
9.7%
i 6531
 
7.5%
o 4322
 
5.0%
s 2395
 
2.7%
Uppercase Letter
ValueCountFrequency (%)
A 6063
71.7%
D 2395
 
28.3%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 95715
85.0%
Common 16916
 
15.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21052
22.0%
l 12594
13.2%
t 12594
13.2%
a 10853
11.3%
g 8458
8.8%
r 8458
8.8%
i 6531
 
6.8%
A 6063
 
6.3%
o 4322
 
4.5%
D 2395
 
2.5%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 112631
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21052
18.7%
16916
15.0%
l 12594
11.2%
t 12594
11.2%
a 10853
9.6%
g 8458
7.5%
r 8458
7.5%
i 6531
 
5.8%
A 6063
 
5.4%
o 4322
 
3.8%
Other values (2) 4790
 
4.3%

BSBM16I
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
3411 
Agree a little
2401 
Disagree a lot
1331 
Disagree a little
1315 

Length

Max length17
Median length14
Mean length13.256562
Min length11

Characters and Unicode

Total characters112124
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3411
40.3%
Agree a little 2401
28.4%
Disagree a lot 1331
 
15.7%
Disagree a little 1315
 
15.5%

Length

2023-10-30T21:43:09.206742image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:09.547210image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 5812
22.9%
lot 4742
18.7%
little 3716
14.6%
disagree 2646
 
10.4%

Most occurring characters

ValueCountFrequency (%)
e 20632
18.4%
16916
15.1%
l 12174
10.9%
t 12174
10.9%
a 11104
9.9%
g 8458
7.5%
r 8458
7.5%
i 6362
 
5.7%
A 5812
 
5.2%
o 4742
 
4.2%
Other values (2) 5292
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 86750
77.4%
Space Separator 16916
 
15.1%
Uppercase Letter 8458
 
7.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20632
23.8%
l 12174
14.0%
t 12174
14.0%
a 11104
12.8%
g 8458
9.7%
r 8458
9.7%
i 6362
 
7.3%
o 4742
 
5.5%
s 2646
 
3.1%
Uppercase Letter
ValueCountFrequency (%)
A 5812
68.7%
D 2646
31.3%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 95208
84.9%
Common 16916
 
15.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20632
21.7%
l 12174
12.8%
t 12174
12.8%
a 11104
11.7%
g 8458
8.9%
r 8458
8.9%
i 6362
 
6.7%
A 5812
 
6.1%
o 4742
 
5.0%
D 2646
 
2.8%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 112124
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20632
18.4%
16916
15.1%
l 12174
10.9%
t 12174
10.9%
a 11104
9.9%
g 8458
7.5%
r 8458
7.5%
i 6362
 
5.7%
A 5812
 
5.2%
o 4742
 
4.2%
Other values (2) 5292
 
4.7%

BSBM17A
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a little
3454 
Agree a lot
3156 
Disagree a little
1083 
Disagree a lot
765 

Length

Max length17
Median length14
Mean length13.26472
Min length11

Characters and Unicode

Total characters112193
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a little
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a little 3454
40.8%
Agree a lot 3156
37.3%
Disagree a little 1083
 
12.8%
Disagree a lot 765
 
9.0%

Length

2023-10-30T21:43:09.888891image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:10.181267image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6610
26.1%
little 4537
17.9%
lot 3921
15.5%
disagree 1848
 
7.3%

Most occurring characters

ValueCountFrequency (%)
e 21453
19.1%
16916
15.1%
l 12995
11.6%
t 12995
11.6%
a 10306
9.2%
g 8458
 
7.5%
r 8458
 
7.5%
A 6610
 
5.9%
i 6385
 
5.7%
o 3921
 
3.5%
Other values (2) 3696
 
3.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 86819
77.4%
Space Separator 16916
 
15.1%
Uppercase Letter 8458
 
7.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21453
24.7%
l 12995
15.0%
t 12995
15.0%
a 10306
11.9%
g 8458
 
9.7%
r 8458
 
9.7%
i 6385
 
7.4%
o 3921
 
4.5%
s 1848
 
2.1%
Uppercase Letter
ValueCountFrequency (%)
A 6610
78.2%
D 1848
 
21.8%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 95277
84.9%
Common 16916
 
15.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21453
22.5%
l 12995
13.6%
t 12995
13.6%
a 10306
10.8%
g 8458
 
8.9%
r 8458
 
8.9%
A 6610
 
6.9%
i 6385
 
6.7%
o 3921
 
4.1%
D 1848
 
1.9%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 112193
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21453
19.1%
16916
15.1%
l 12995
11.6%
t 12995
11.6%
a 10306
9.2%
g 8458
 
7.5%
r 8458
 
7.5%
A 6610
 
5.9%
i 6385
 
5.7%
o 3921
 
3.5%
Other values (2) 3696
 
3.3%

BSBM17B
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
3679 
Agree a little
2859 
Disagree a little
1098 
Disagree a lot
822 

Length

Max length17
Median length14
Mean length13.084535
Min length11

Characters and Unicode

Total characters110669
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3679
43.5%
Agree a little 2859
33.8%
Disagree a little 1098
 
13.0%
Disagree a lot 822
 
9.7%

Length

2023-10-30T21:43:10.613137image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:10.985986image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6538
25.8%
lot 4501
17.7%
little 3957
15.6%
disagree 1920
 
7.6%

Most occurring characters

ValueCountFrequency (%)
e 20873
18.9%
16916
15.3%
l 12415
11.2%
t 12415
11.2%
a 10378
9.4%
g 8458
7.6%
r 8458
7.6%
A 6538
 
5.9%
i 5877
 
5.3%
o 4501
 
4.1%
Other values (2) 3840
 
3.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 85295
77.1%
Space Separator 16916
 
15.3%
Uppercase Letter 8458
 
7.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20873
24.5%
l 12415
14.6%
t 12415
14.6%
a 10378
12.2%
g 8458
9.9%
r 8458
9.9%
i 5877
 
6.9%
o 4501
 
5.3%
s 1920
 
2.3%
Uppercase Letter
ValueCountFrequency (%)
A 6538
77.3%
D 1920
 
22.7%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 93753
84.7%
Common 16916
 
15.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20873
22.3%
l 12415
13.2%
t 12415
13.2%
a 10378
11.1%
g 8458
9.0%
r 8458
9.0%
A 6538
 
7.0%
i 5877
 
6.3%
o 4501
 
4.8%
D 1920
 
2.0%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 110669
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20873
18.9%
16916
15.3%
l 12415
11.2%
t 12415
11.2%
a 10378
9.4%
g 8458
7.6%
r 8458
7.6%
A 6538
 
5.9%
i 5877
 
5.3%
o 4501
 
4.1%
Other values (2) 3840
 
3.5%

BSBM17C
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
4927 
Agree a little
2042 
Disagree a little
860 
Disagree a lot
629 

Length

Max length17
Median length11
Mean length12.55746
Min length11

Characters and Unicode

Total characters106211
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 4927
58.3%
Agree a little 2042
24.1%
Disagree a little 860
 
10.2%
Disagree a lot 629
 
7.4%

Length

2023-10-30T21:43:11.428071image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:11.794015image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6969
27.5%
lot 5556
21.9%
little 2902
 
11.4%
disagree 1489
 
5.9%

Most occurring characters

ValueCountFrequency (%)
e 19818
18.7%
16916
15.9%
l 11360
10.7%
t 11360
10.7%
a 9947
9.4%
g 8458
8.0%
r 8458
8.0%
A 6969
 
6.6%
o 5556
 
5.2%
i 4391
 
4.1%
Other values (2) 2978
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 80837
76.1%
Space Separator 16916
 
15.9%
Uppercase Letter 8458
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19818
24.5%
l 11360
14.1%
t 11360
14.1%
a 9947
12.3%
g 8458
10.5%
r 8458
10.5%
o 5556
 
6.9%
i 4391
 
5.4%
s 1489
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 6969
82.4%
D 1489
 
17.6%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 89295
84.1%
Common 16916
 
15.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19818
22.2%
l 11360
12.7%
t 11360
12.7%
a 9947
11.1%
g 8458
9.5%
r 8458
9.5%
A 6969
 
7.8%
o 5556
 
6.2%
i 4391
 
4.9%
D 1489
 
1.7%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 106211
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19818
18.7%
16916
15.9%
l 11360
10.7%
t 11360
10.7%
a 9947
9.4%
g 8458
8.0%
r 8458
8.0%
A 6969
 
6.6%
o 5556
 
5.2%
i 4391
 
4.1%
Other values (2) 2978
 
2.8%

BSBM17D
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5405 
Agree a little
1652 
Disagree a little
704 
Disagree a lot
697 

Length

Max length17
Median length11
Mean length12.332585
Min length11

Characters and Unicode

Total characters104309
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5405
63.9%
Agree a little 1652
 
19.5%
Disagree a little 704
 
8.3%
Disagree a lot 697
 
8.2%

Length

2023-10-30T21:43:12.196723image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:12.544787image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7057
27.8%
lot 6102
24.0%
little 2356
 
9.3%
disagree 1401
 
5.5%

Most occurring characters

ValueCountFrequency (%)
e 19272
18.5%
16916
16.2%
l 10814
10.4%
t 10814
10.4%
a 9859
9.5%
g 8458
8.1%
r 8458
8.1%
A 7057
 
6.8%
o 6102
 
5.8%
i 3757
 
3.6%
Other values (2) 2802
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78935
75.7%
Space Separator 16916
 
16.2%
Uppercase Letter 8458
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19272
24.4%
l 10814
13.7%
t 10814
13.7%
a 9859
12.5%
g 8458
10.7%
r 8458
10.7%
o 6102
 
7.7%
i 3757
 
4.8%
s 1401
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 7057
83.4%
D 1401
 
16.6%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 87393
83.8%
Common 16916
 
16.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19272
22.1%
l 10814
12.4%
t 10814
12.4%
a 9859
11.3%
g 8458
9.7%
r 8458
9.7%
A 7057
 
8.1%
o 6102
 
7.0%
i 3757
 
4.3%
D 1401
 
1.6%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 104309
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19272
18.5%
16916
16.2%
l 10814
10.4%
t 10814
10.4%
a 9859
9.5%
g 8458
8.1%
r 8458
8.1%
A 7057
 
6.8%
o 6102
 
5.8%
i 3757
 
3.6%
Other values (2) 2802
 
2.7%

BSBM17E
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5365 
Agree a little
1810 
Disagree a little
693 
Disagree a lot
590 

Length

Max length17
Median length11
Mean length12.342871
Min length11

Characters and Unicode

Total characters104396
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5365
63.4%
Agree a little 1810
 
21.4%
Disagree a little 693
 
8.2%
Disagree a lot 590
 
7.0%

Length

2023-10-30T21:43:12.970825image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:13.321869image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7175
28.3%
lot 5955
23.5%
little 2503
 
9.9%
disagree 1283
 
5.1%

Most occurring characters

ValueCountFrequency (%)
e 19419
18.6%
16916
16.2%
l 10961
10.5%
t 10961
10.5%
a 9741
9.3%
g 8458
8.1%
r 8458
8.1%
A 7175
 
6.9%
o 5955
 
5.7%
i 3786
 
3.6%
Other values (2) 2566
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 79022
75.7%
Space Separator 16916
 
16.2%
Uppercase Letter 8458
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19419
24.6%
l 10961
13.9%
t 10961
13.9%
a 9741
12.3%
g 8458
10.7%
r 8458
10.7%
o 5955
 
7.5%
i 3786
 
4.8%
s 1283
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
A 7175
84.8%
D 1283
 
15.2%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 87480
83.8%
Common 16916
 
16.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19419
22.2%
l 10961
12.5%
t 10961
12.5%
a 9741
11.1%
g 8458
9.7%
r 8458
9.7%
A 7175
 
8.2%
o 5955
 
6.8%
i 3786
 
4.3%
D 1283
 
1.5%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 104396
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19419
18.6%
16916
16.2%
l 10961
10.5%
t 10961
10.5%
a 9741
9.3%
g 8458
8.1%
r 8458
8.1%
A 7175
 
6.9%
o 5955
 
5.7%
i 3786
 
3.6%
Other values (2) 2566
 
2.5%

BSBM17F
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5037 
Agree a little
2140 
Disagree a little
721 
Disagree a lot
560 

Length

Max length17
Median length11
Mean length12.469142
Min length11

Characters and Unicode

Total characters105464
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5037
59.6%
Agree a little 2140
25.3%
Disagree a little 721
 
8.5%
Disagree a lot 560
 
6.6%

Length

2023-10-30T21:43:13.733977image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:14.045065image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7177
28.3%
lot 5597
22.1%
little 2861
 
11.3%
disagree 1281
 
5.0%

Most occurring characters

ValueCountFrequency (%)
e 19777
18.8%
16916
16.0%
l 11319
10.7%
t 11319
10.7%
a 9739
9.2%
g 8458
8.0%
r 8458
8.0%
A 7177
 
6.8%
o 5597
 
5.3%
i 4142
 
3.9%
Other values (2) 2562
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 80090
75.9%
Space Separator 16916
 
16.0%
Uppercase Letter 8458
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19777
24.7%
l 11319
14.1%
t 11319
14.1%
a 9739
12.2%
g 8458
10.6%
r 8458
10.6%
o 5597
 
7.0%
i 4142
 
5.2%
s 1281
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
A 7177
84.9%
D 1281
 
15.1%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 88548
84.0%
Common 16916
 
16.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19777
22.3%
l 11319
12.8%
t 11319
12.8%
a 9739
11.0%
g 8458
9.6%
r 8458
9.6%
A 7177
 
8.1%
o 5597
 
6.3%
i 4142
 
4.7%
D 1281
 
1.4%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 105464
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19777
18.8%
16916
16.0%
l 11319
10.7%
t 11319
10.7%
a 9739
9.2%
g 8458
8.0%
r 8458
8.0%
A 7177
 
6.8%
o 5597
 
5.3%
i 4142
 
3.9%
Other values (2) 2562
 
2.4%

BSBM17G
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5496 
Agree a little
1634 
Disagree a lot
689 
Disagree a little
639 

Length

Max length17
Median length11
Mean length12.277252
Min length11

Characters and Unicode

Total characters103841
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5496
65.0%
Agree a little 1634
 
19.3%
Disagree a lot 689
 
8.1%
Disagree a little 639
 
7.6%

Length

2023-10-30T21:43:14.393018image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:14.708510image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7130
28.1%
lot 6185
24.4%
little 2273
 
9.0%
disagree 1328
 
5.2%

Most occurring characters

ValueCountFrequency (%)
e 19189
18.5%
16916
16.3%
l 10731
10.3%
t 10731
10.3%
a 9786
9.4%
g 8458
8.1%
r 8458
8.1%
A 7130
 
6.9%
o 6185
 
6.0%
i 3601
 
3.5%
Other values (2) 2656
 
2.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78467
75.6%
Space Separator 16916
 
16.3%
Uppercase Letter 8458
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19189
24.5%
l 10731
13.7%
t 10731
13.7%
a 9786
12.5%
g 8458
10.8%
r 8458
10.8%
o 6185
 
7.9%
i 3601
 
4.6%
s 1328
 
1.7%
Uppercase Letter
ValueCountFrequency (%)
A 7130
84.3%
D 1328
 
15.7%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86925
83.7%
Common 16916
 
16.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19189
22.1%
l 10731
12.3%
t 10731
12.3%
a 9786
11.3%
g 8458
9.7%
r 8458
9.7%
A 7130
 
8.2%
o 6185
 
7.1%
i 3601
 
4.1%
D 1328
 
1.5%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 103841
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19189
18.5%
16916
16.3%
l 10731
10.3%
t 10731
10.3%
a 9786
9.4%
g 8458
8.1%
r 8458
8.1%
A 7130
 
6.9%
o 6185
 
6.0%
i 3601
 
3.5%
Other values (2) 2656
 
2.6%

BSBM18A
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Some lessons
2894 
Every or almost every lesson
2194 
About half the lessons
2081 
Never
1289 

Length

Max length28
Median length22
Mean length17.543982
Min length5

Characters and Unicode

Total characters148387
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome lessons
2nd rowAbout half the lessons
3rd rowAbout half the lessons
4th rowSome lessons
5th rowEvery or almost every lesson

Common Values

ValueCountFrequency (%)
Some lessons 2894
34.2%
Every or almost every lesson 2194
25.9%
About half the lessons 2081
24.6%
Never 1289
15.2%

Length

2023-10-30T21:43:15.066829image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:15.333027image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
lessons 4975
18.9%
every 4388
16.6%
some 2894
11.0%
or 2194
8.3%
almost 2194
8.3%
lesson 2194
8.3%
about 2081
7.9%
half 2081
7.9%
the 2081
7.9%
never 1289
 
4.9%

Most occurring characters

ValueCountFrequency (%)
s 21507
14.5%
e 21304
14.4%
17913
12.1%
o 16532
11.1%
l 11444
7.7%
r 7871
 
5.3%
n 7169
 
4.8%
t 6356
 
4.3%
v 5677
 
3.8%
m 5088
 
3.4%
Other values (10) 27526
18.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 122016
82.2%
Space Separator 17913
 
12.1%
Uppercase Letter 8458
 
5.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 21507
17.6%
e 21304
17.5%
o 16532
13.5%
l 11444
9.4%
r 7871
 
6.5%
n 7169
 
5.9%
t 6356
 
5.2%
v 5677
 
4.7%
m 5088
 
4.2%
y 4388
 
3.6%
Other values (5) 14680
12.0%
Uppercase Letter
ValueCountFrequency (%)
S 2894
34.2%
E 2194
25.9%
A 2081
24.6%
N 1289
15.2%
Space Separator
ValueCountFrequency (%)
17913
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 130474
87.9%
Common 17913
 
12.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 21507
16.5%
e 21304
16.3%
o 16532
12.7%
l 11444
8.8%
r 7871
 
6.0%
n 7169
 
5.5%
t 6356
 
4.9%
v 5677
 
4.4%
m 5088
 
3.9%
y 4388
 
3.4%
Other values (9) 23138
17.7%
Common
ValueCountFrequency (%)
17913
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 148387
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 21507
14.5%
e 21304
14.4%
17913
12.1%
o 16532
11.1%
l 11444
7.7%
r 7871
 
5.3%
n 7169
 
4.8%
t 6356
 
4.3%
v 5677
 
3.8%
m 5088
 
3.4%
Other values (10) 27526
18.6%

BSBM18B
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Every or almost every lesson
2750 
Some lessons
2668 
About half the lessons
1814 
Never
1226 

Length

Max length28
Median length22
Mean length18.33223
Min length5

Characters and Unicode

Total characters155054
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAbout half the lessons
2nd rowSome lessons
3rd rowAbout half the lessons
4th rowSome lessons
5th rowAbout half the lessons

Common Values

ValueCountFrequency (%)
Every or almost every lesson 2750
32.5%
Some lessons 2668
31.5%
About half the lessons 1814
21.4%
Never 1226
14.5%

Length

2023-10-30T21:43:15.716793image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:16.016419image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 5500
20.0%
lessons 4482
16.3%
or 2750
10.0%
almost 2750
10.0%
lesson 2750
10.0%
some 2668
9.7%
about 1814
 
6.6%
half 1814
 
6.6%
the 1814
 
6.6%
never 1226
 
4.4%

Most occurring characters

ValueCountFrequency (%)
e 22416
14.5%
s 21696
14.0%
19110
12.3%
o 17214
11.1%
l 11796
7.6%
r 9476
 
6.1%
n 7232
 
4.7%
v 6726
 
4.3%
t 6378
 
4.1%
y 5500
 
3.5%
Other values (10) 27510
17.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 127486
82.2%
Space Separator 19110
 
12.3%
Uppercase Letter 8458
 
5.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 22416
17.6%
s 21696
17.0%
o 17214
13.5%
l 11796
9.3%
r 9476
7.4%
n 7232
 
5.7%
v 6726
 
5.3%
t 6378
 
5.0%
y 5500
 
4.3%
m 5418
 
4.2%
Other values (5) 13634
10.7%
Uppercase Letter
ValueCountFrequency (%)
E 2750
32.5%
S 2668
31.5%
A 1814
21.4%
N 1226
14.5%
Space Separator
ValueCountFrequency (%)
19110
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 135944
87.7%
Common 19110
 
12.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 22416
16.5%
s 21696
16.0%
o 17214
12.7%
l 11796
8.7%
r 9476
7.0%
n 7232
 
5.3%
v 6726
 
4.9%
t 6378
 
4.7%
y 5500
 
4.0%
m 5418
 
4.0%
Other values (9) 22092
16.3%
Common
ValueCountFrequency (%)
19110
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 155054
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 22416
14.5%
s 21696
14.0%
19110
12.3%
o 17214
11.1%
l 11796
7.6%
r 9476
 
6.1%
n 7232
 
4.7%
v 6726
 
4.3%
t 6378
 
4.1%
y 5500
 
3.5%
Other values (10) 27510
17.7%

BSBM18C
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
2265 
Some lessons
2149 
Every or almost every lesson
2061 
About half the lessons
1983 

Length

Max length28
Median length22
Mean length16.368763
Min length5

Characters and Unicode

Total characters138447
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowEvery or almost every lesson
2nd rowSome lessons
3rd rowSome lessons
4th rowNever
5th rowAbout half the lessons

Common Values

ValueCountFrequency (%)
Never 2265
26.8%
Some lessons 2149
25.4%
Every or almost every lesson 2061
24.4%
About half the lessons 1983
23.4%

Length

2023-10-30T21:43:16.284667image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:16.499533image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
lessons 4132
16.7%
every 4122
16.6%
never 2265
9.1%
some 2149
8.7%
or 2061
8.3%
almost 2061
8.3%
lesson 2061
8.3%
about 1983
8.0%
half 1983
8.0%
the 1983
8.0%

Most occurring characters

ValueCountFrequency (%)
e 21038
15.2%
s 18579
13.4%
16342
11.8%
o 14447
10.4%
l 10237
 
7.4%
r 8448
 
6.1%
v 6387
 
4.6%
n 6193
 
4.5%
t 6027
 
4.4%
m 4210
 
3.0%
Other values (10) 26539
19.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 113647
82.1%
Space Separator 16342
 
11.8%
Uppercase Letter 8458
 
6.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21038
18.5%
s 18579
16.3%
o 14447
12.7%
l 10237
9.0%
r 8448
7.4%
v 6387
 
5.6%
n 6193
 
5.4%
t 6027
 
5.3%
m 4210
 
3.7%
y 4122
 
3.6%
Other values (5) 13959
12.3%
Uppercase Letter
ValueCountFrequency (%)
N 2265
26.8%
S 2149
25.4%
E 2061
24.4%
A 1983
23.4%
Space Separator
ValueCountFrequency (%)
16342
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 122105
88.2%
Common 16342
 
11.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21038
17.2%
s 18579
15.2%
o 14447
11.8%
l 10237
8.4%
r 8448
 
6.9%
v 6387
 
5.2%
n 6193
 
5.1%
t 6027
 
4.9%
m 4210
 
3.4%
y 4122
 
3.4%
Other values (9) 22417
18.4%
Common
ValueCountFrequency (%)
16342
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 138447
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21038
15.2%
s 18579
13.4%
16342
11.8%
o 14447
10.4%
l 10237
 
7.4%
r 8448
 
6.1%
v 6387
 
4.6%
n 6193
 
4.5%
t 6027
 
4.4%
m 4210
 
3.0%
Other values (10) 26539
19.2%

BSBM18D
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Every or almost every lesson
2408 
Never
2257 
Some lessons
2189 
About half the lessons
1604 

Length

Max length28
Median length22
Mean length16.583708
Min length5

Characters and Unicode

Total characters140265
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowEvery or almost every lesson
2nd rowSome lessons
3rd rowEvery or almost every lesson
4th rowNever
5th rowEvery or almost every lesson

Common Values

ValueCountFrequency (%)
Every or almost every lesson 2408
28.5%
Never 2257
26.7%
Some lessons 2189
25.9%
About half the lessons 1604
19.0%

Length

2023-10-30T21:43:16.791867image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:17.090477image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 4816
19.2%
lessons 3793
15.1%
or 2408
9.6%
almost 2408
9.6%
lesson 2408
9.6%
never 2257
9.0%
some 2189
8.7%
about 1604
 
6.4%
half 1604
 
6.4%
the 1604
 
6.4%

Most occurring characters

ValueCountFrequency (%)
e 21732
15.5%
s 18603
13.3%
16633
11.9%
o 14810
10.6%
l 10213
7.3%
r 9481
 
6.8%
v 7073
 
5.0%
n 6201
 
4.4%
t 5616
 
4.0%
y 4816
 
3.4%
Other values (10) 25087
17.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 115174
82.1%
Space Separator 16633
 
11.9%
Uppercase Letter 8458
 
6.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21732
18.9%
s 18603
16.2%
o 14810
12.9%
l 10213
8.9%
r 9481
8.2%
v 7073
 
6.1%
n 6201
 
5.4%
t 5616
 
4.9%
y 4816
 
4.2%
m 4597
 
4.0%
Other values (5) 12032
10.4%
Uppercase Letter
ValueCountFrequency (%)
E 2408
28.5%
N 2257
26.7%
S 2189
25.9%
A 1604
19.0%
Space Separator
ValueCountFrequency (%)
16633
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 123632
88.1%
Common 16633
 
11.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21732
17.6%
s 18603
15.0%
o 14810
12.0%
l 10213
8.3%
r 9481
7.7%
v 7073
 
5.7%
n 6201
 
5.0%
t 5616
 
4.5%
y 4816
 
3.9%
m 4597
 
3.7%
Other values (9) 20490
16.6%
Common
ValueCountFrequency (%)
16633
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 140265
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21732
15.5%
s 18603
13.3%
16633
11.9%
o 14810
10.6%
l 10213
7.3%
r 9481
 
6.8%
v 7073
 
5.0%
n 6201
 
4.4%
t 5616
 
4.0%
y 4816
 
3.4%
Other values (10) 25087
17.9%

BSBM18E
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Never
2920 
Some lessons
2296 
Every or almost every lesson
1942 
About half the lessons
1300 

Length

Max length28
Median length22
Mean length14.794041
Min length5

Characters and Unicode

Total characters125128
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome lessons
2nd rowEvery or almost every lesson
3rd rowNever
4th rowNever
5th rowSome lessons

Common Values

ValueCountFrequency (%)
Never 2920
34.5%
Some lessons 2296
27.1%
Every or almost every lesson 1942
23.0%
About half the lessons 1300
15.4%

Length

2023-10-30T21:43:17.501884image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:17.845545image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 3884
17.3%
lessons 3596
16.0%
never 2920
13.0%
some 2296
10.2%
or 1942
8.7%
almost 1942
8.7%
lesson 1942
8.7%
about 1300
 
5.8%
half 1300
 
5.8%
the 1300
 
5.8%

Most occurring characters

ValueCountFrequency (%)
e 20800
16.6%
s 16614
13.3%
13964
11.2%
o 13018
10.4%
l 8780
 
7.0%
r 8746
 
7.0%
v 6804
 
5.4%
n 5538
 
4.4%
t 4542
 
3.6%
m 4238
 
3.4%
Other values (10) 22084
17.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 102706
82.1%
Space Separator 13964
 
11.2%
Uppercase Letter 8458
 
6.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20800
20.3%
s 16614
16.2%
o 13018
12.7%
l 8780
8.5%
r 8746
8.5%
v 6804
 
6.6%
n 5538
 
5.4%
t 4542
 
4.4%
m 4238
 
4.1%
y 3884
 
3.8%
Other values (5) 9742
9.5%
Uppercase Letter
ValueCountFrequency (%)
N 2920
34.5%
S 2296
27.1%
E 1942
23.0%
A 1300
15.4%
Space Separator
ValueCountFrequency (%)
13964
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 111164
88.8%
Common 13964
 
11.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20800
18.7%
s 16614
14.9%
o 13018
11.7%
l 8780
7.9%
r 8746
7.9%
v 6804
 
6.1%
n 5538
 
5.0%
t 4542
 
4.1%
m 4238
 
3.8%
y 3884
 
3.5%
Other values (9) 18200
16.4%
Common
ValueCountFrequency (%)
13964
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 125128
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20800
16.6%
s 16614
13.3%
13964
11.2%
o 13018
10.4%
l 8780
 
7.0%
r 8746
 
7.0%
v 6804
 
5.4%
n 5538
 
4.4%
t 4542
 
3.6%
m 4238
 
3.4%
Other values (10) 22084
17.6%

BSBM18F
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Every or almost every lesson
3114 
Some lessons
2217 
Never
1860 
About half the lessons
1267 

Length

Max length28
Median length22
Mean length17.849373
Min length5

Characters and Unicode

Total characters150970
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome lessons
2nd rowSome lessons
3rd rowAbout half the lessons
4th rowSome lessons
5th rowEvery or almost every lesson

Common Values

ValueCountFrequency (%)
Every or almost every lesson 3114
36.8%
Some lessons 2217
26.2%
Never 1860
22.0%
About half the lessons 1267
15.0%

Length

2023-10-30T21:43:18.102466image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:18.297851image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 6228
23.1%
lessons 3484
12.9%
or 3114
11.6%
almost 3114
11.6%
lesson 3114
11.6%
some 2217
 
8.2%
never 1860
 
6.9%
about 1267
 
4.7%
half 1267
 
4.7%
the 1267
 
4.7%

Most occurring characters

ValueCountFrequency (%)
e 23144
15.3%
s 19794
13.1%
18474
12.2%
o 16310
10.8%
r 11202
7.4%
l 10979
7.3%
v 8088
 
5.4%
n 6598
 
4.4%
y 6228
 
4.1%
t 5648
 
3.7%
Other values (10) 24505
16.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 124038
82.2%
Space Separator 18474
 
12.2%
Uppercase Letter 8458
 
5.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 23144
18.7%
s 19794
16.0%
o 16310
13.1%
r 11202
9.0%
l 10979
8.9%
v 8088
 
6.5%
n 6598
 
5.3%
y 6228
 
5.0%
t 5648
 
4.6%
m 5331
 
4.3%
Other values (5) 10716
8.6%
Uppercase Letter
ValueCountFrequency (%)
E 3114
36.8%
S 2217
26.2%
N 1860
22.0%
A 1267
15.0%
Space Separator
ValueCountFrequency (%)
18474
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 132496
87.8%
Common 18474
 
12.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 23144
17.5%
s 19794
14.9%
o 16310
12.3%
r 11202
8.5%
l 10979
8.3%
v 8088
 
6.1%
n 6598
 
5.0%
y 6228
 
4.7%
t 5648
 
4.3%
m 5331
 
4.0%
Other values (9) 19174
14.5%
Common
ValueCountFrequency (%)
18474
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 150970
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 23144
15.3%
s 19794
13.1%
18474
12.2%
o 16310
10.8%
r 11202
7.4%
l 10979
7.3%
v 8088
 
5.4%
n 6598
 
4.4%
y 6228
 
4.1%
t 5648
 
3.7%
Other values (10) 24505
16.2%

BSBM19A
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
3651 
Agree a little
3266 
Disagree a little
999 
Disagree a lot
542 

Length

Max length17
Median length14
Mean length13.059352
Min length11

Characters and Unicode

Total characters110456
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3651
43.2%
Agree a little 3266
38.6%
Disagree a little 999
 
11.8%
Disagree a lot 542
 
6.4%

Length

2023-10-30T21:43:18.534875image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:18.756136image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6917
27.3%
little 4265
16.8%
lot 4193
16.5%
disagree 1541
 
6.1%

Most occurring characters

ValueCountFrequency (%)
e 21181
19.2%
16916
15.3%
l 12723
11.5%
t 12723
11.5%
a 9999
9.1%
g 8458
 
7.7%
r 8458
 
7.7%
A 6917
 
6.3%
i 5806
 
5.3%
o 4193
 
3.8%
Other values (2) 3082
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 85082
77.0%
Space Separator 16916
 
15.3%
Uppercase Letter 8458
 
7.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21181
24.9%
l 12723
15.0%
t 12723
15.0%
a 9999
11.8%
g 8458
 
9.9%
r 8458
 
9.9%
i 5806
 
6.8%
o 4193
 
4.9%
s 1541
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 6917
81.8%
D 1541
 
18.2%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 93540
84.7%
Common 16916
 
15.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21181
22.6%
l 12723
13.6%
t 12723
13.6%
a 9999
10.7%
g 8458
 
9.0%
r 8458
 
9.0%
A 6917
 
7.4%
i 5806
 
6.2%
o 4193
 
4.5%
D 1541
 
1.6%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 110456
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21181
19.2%
16916
15.3%
l 12723
11.5%
t 12723
11.5%
a 9999
9.1%
g 8458
 
7.7%
r 8458
 
7.7%
A 6917
 
6.3%
i 5806
 
5.3%
o 4193
 
3.8%
Other values (2) 3082
 
2.8%

BSBM19B
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a little
3141 
Disagree a lot
2218 
Disagree a little
1688 
Agree a lot
1411 

Length

Max length17
Median length14
Mean length14.09825
Min length11

Characters and Unicode

Total characters119243
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowDisagree a lot
3rd rowDisagree a little
4th rowDisagree a little
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Agree a little 3141
37.1%
Disagree a lot 2218
26.2%
Disagree a little 1688
20.0%
Agree a lot 1411
16.7%

Length

2023-10-30T21:43:19.197032image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:19.576266image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
little 4829
19.0%
agree 4552
17.9%
disagree 3906
15.4%
lot 3629
14.3%

Most occurring characters

ValueCountFrequency (%)
e 21745
18.2%
16916
14.2%
l 13287
11.1%
t 13287
11.1%
a 12364
10.4%
i 8735
7.3%
g 8458
 
7.1%
r 8458
 
7.1%
A 4552
 
3.8%
D 3906
 
3.3%
Other values (2) 7535
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 93869
78.7%
Space Separator 16916
 
14.2%
Uppercase Letter 8458
 
7.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21745
23.2%
l 13287
14.2%
t 13287
14.2%
a 12364
13.2%
i 8735
9.3%
g 8458
 
9.0%
r 8458
 
9.0%
s 3906
 
4.2%
o 3629
 
3.9%
Uppercase Letter
ValueCountFrequency (%)
A 4552
53.8%
D 3906
46.2%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 102327
85.8%
Common 16916
 
14.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21745
21.3%
l 13287
13.0%
t 13287
13.0%
a 12364
12.1%
i 8735
8.5%
g 8458
 
8.3%
r 8458
 
8.3%
A 4552
 
4.4%
D 3906
 
3.8%
s 3906
 
3.8%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 119243
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21745
18.2%
16916
14.2%
l 13287
11.1%
t 13287
11.1%
a 12364
10.4%
i 8735
7.3%
g 8458
 
7.1%
r 8458
 
7.1%
A 4552
 
3.8%
D 3906
 
3.3%
Other values (2) 7535
 
6.3%

BSBM19C
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a little
2706 
Disagree a lot
2177 
Agree a lot
2095 
Disagree a little
1480 

Length

Max length17
Median length14
Mean length13.781863
Min length11

Characters and Unicode

Total characters116567
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a little
4th rowDisagree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a little 2706
32.0%
Disagree a lot 2177
25.7%
Agree a lot 2095
24.8%
Disagree a little 1480
17.5%

Length

2023-10-30T21:43:19.946362image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:20.255116image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 4801
18.9%
lot 4272
16.8%
little 4186
16.5%
disagree 3657
14.4%

Most occurring characters

ValueCountFrequency (%)
e 21102
18.1%
16916
14.5%
l 12644
10.8%
t 12644
10.8%
a 12115
10.4%
g 8458
7.3%
r 8458
7.3%
i 7843
 
6.7%
A 4801
 
4.1%
o 4272
 
3.7%
Other values (2) 7314
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 91193
78.2%
Space Separator 16916
 
14.5%
Uppercase Letter 8458
 
7.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21102
23.1%
l 12644
13.9%
t 12644
13.9%
a 12115
13.3%
g 8458
9.3%
r 8458
9.3%
i 7843
 
8.6%
o 4272
 
4.7%
s 3657
 
4.0%
Uppercase Letter
ValueCountFrequency (%)
A 4801
56.8%
D 3657
43.2%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 99651
85.5%
Common 16916
 
14.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21102
21.2%
l 12644
12.7%
t 12644
12.7%
a 12115
12.2%
g 8458
8.5%
r 8458
8.5%
i 7843
 
7.9%
A 4801
 
4.8%
o 4272
 
4.3%
D 3657
 
3.7%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 116567
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21102
18.1%
16916
14.5%
l 12644
10.8%
t 12644
10.8%
a 12115
10.4%
g 8458
7.3%
r 8458
7.3%
i 7843
 
6.7%
A 4801
 
4.1%
o 4272
 
3.7%
Other values (2) 7314
 
6.3%

BSBM19D
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
3067 
Agree a little
2994 
Disagree a little
1474 
Disagree a lot
923 

Length

Max length17
Median length14
Mean length13.434973
Min length11

Characters and Unicode

Total characters113633
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a little
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3067
36.3%
Agree a little 2994
35.4%
Disagree a little 1474
17.4%
Disagree a lot 923
 
10.9%

Length

2023-10-30T21:43:20.682635image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:21.003741image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6061
23.9%
little 4468
17.6%
lot 3990
15.7%
disagree 2397
 
9.4%

Most occurring characters

ValueCountFrequency (%)
e 21384
18.8%
16916
14.9%
l 12926
11.4%
t 12926
11.4%
a 10855
9.6%
g 8458
 
7.4%
r 8458
 
7.4%
i 6865
 
6.0%
A 6061
 
5.3%
o 3990
 
3.5%
Other values (2) 4794
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 88259
77.7%
Space Separator 16916
 
14.9%
Uppercase Letter 8458
 
7.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21384
24.2%
l 12926
14.6%
t 12926
14.6%
a 10855
12.3%
g 8458
 
9.6%
r 8458
 
9.6%
i 6865
 
7.8%
o 3990
 
4.5%
s 2397
 
2.7%
Uppercase Letter
ValueCountFrequency (%)
A 6061
71.7%
D 2397
 
28.3%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 96717
85.1%
Common 16916
 
14.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21384
22.1%
l 12926
13.4%
t 12926
13.4%
a 10855
11.2%
g 8458
 
8.7%
r 8458
 
8.7%
i 6865
 
7.1%
A 6061
 
6.3%
o 3990
 
4.1%
D 2397
 
2.5%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 113633
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21384
18.8%
16916
14.9%
l 12926
11.4%
t 12926
11.4%
a 10855
9.6%
g 8458
 
7.4%
r 8458
 
7.4%
i 6865
 
6.0%
A 6061
 
5.3%
o 3990
 
3.5%
Other values (2) 4794
 
4.2%

BSBM19E
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Disagree a lot
3316 
Agree a little
1958 
Disagree a little
1818 
Agree a lot
1366 

Length

Max length17
Median length14
Mean length14.160322
Min length11

Characters and Unicode

Total characters119768
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a lot
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowDisagree a lot

Common Values

ValueCountFrequency (%)
Disagree a lot 3316
39.2%
Agree a little 1958
23.1%
Disagree a little 1818
21.5%
Agree a lot 1366
16.2%

Length

2023-10-30T21:43:21.409868image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:21.763698image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
disagree 5134
20.2%
lot 4682
18.5%
little 3776
14.9%
agree 3324
 
13.1%

Most occurring characters

ValueCountFrequency (%)
e 20692
17.3%
16916
14.1%
a 13592
11.3%
l 12234
10.2%
t 12234
10.2%
i 8910
7.4%
g 8458
7.1%
r 8458
7.1%
D 5134
 
4.3%
s 5134
 
4.3%
Other values (2) 8006
 
6.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 94394
78.8%
Space Separator 16916
 
14.1%
Uppercase Letter 8458
 
7.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20692
21.9%
a 13592
14.4%
l 12234
13.0%
t 12234
13.0%
i 8910
9.4%
g 8458
9.0%
r 8458
9.0%
s 5134
 
5.4%
o 4682
 
5.0%
Uppercase Letter
ValueCountFrequency (%)
D 5134
60.7%
A 3324
39.3%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 102852
85.9%
Common 16916
 
14.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20692
20.1%
a 13592
13.2%
l 12234
11.9%
t 12234
11.9%
i 8910
8.7%
g 8458
8.2%
r 8458
8.2%
D 5134
 
5.0%
s 5134
 
5.0%
o 4682
 
4.6%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 119768
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20692
17.3%
16916
14.1%
a 13592
11.3%
l 12234
10.2%
t 12234
10.2%
i 8910
7.4%
g 8458
7.1%
r 8458
7.1%
D 5134
 
4.3%
s 5134
 
4.3%
Other values (2) 8006
 
6.7%

BSBM19F
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a little
3060 
Disagree a little
2236 
Disagree a lot
1763 
Agree a lot
1399 

Length

Max length17
Median length14
Mean length14.296879
Min length11

Characters and Unicode

Total characters120923
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a little
2nd rowAgree a little
3rd rowAgree a little
4th rowDisagree a little
5th rowDisagree a lot

Common Values

ValueCountFrequency (%)
Agree a little 3060
36.2%
Disagree a little 2236
26.4%
Disagree a lot 1763
20.8%
Agree a lot 1399
16.5%

Length

2023-10-30T21:43:22.187726image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:22.540824image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
little 5296
20.9%
agree 4459
17.6%
disagree 3999
15.8%
lot 3162
 
12.5%

Most occurring characters

ValueCountFrequency (%)
e 22212
18.4%
16916
14.0%
l 13754
11.4%
t 13754
11.4%
a 12457
10.3%
i 9295
7.7%
g 8458
 
7.0%
r 8458
 
7.0%
A 4459
 
3.7%
D 3999
 
3.3%
Other values (2) 7161
 
5.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 95549
79.0%
Space Separator 16916
 
14.0%
Uppercase Letter 8458
 
7.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 22212
23.2%
l 13754
14.4%
t 13754
14.4%
a 12457
13.0%
i 9295
9.7%
g 8458
 
8.9%
r 8458
 
8.9%
s 3999
 
4.2%
o 3162
 
3.3%
Uppercase Letter
ValueCountFrequency (%)
A 4459
52.7%
D 3999
47.3%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 104007
86.0%
Common 16916
 
14.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 22212
21.4%
l 13754
13.2%
t 13754
13.2%
a 12457
12.0%
i 9295
8.9%
g 8458
 
8.1%
r 8458
 
8.1%
A 4459
 
4.3%
D 3999
 
3.8%
s 3999
 
3.8%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 120923
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 22212
18.4%
16916
14.0%
l 13754
11.4%
t 13754
11.4%
a 12457
10.3%
i 9295
7.7%
g 8458
 
7.0%
r 8458
 
7.0%
A 4459
 
3.7%
D 3999
 
3.3%
Other values (2) 7161
 
5.9%

BSBM19G
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a little
2838 
Agree a lot
2017 
Disagree a little
1928 
Disagree a lot
1675 

Length

Max length17
Median length14
Mean length13.968432
Min length11

Characters and Unicode

Total characters118145
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a little
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a little 2838
33.6%
Agree a lot 2017
23.8%
Disagree a little 1928
22.8%
Disagree a lot 1675
19.8%

Length

2023-10-30T21:43:22.957361image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:23.241145image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 4855
19.1%
little 4766
18.8%
lot 3692
14.6%
disagree 3603
14.2%

Most occurring characters

ValueCountFrequency (%)
e 21682
18.4%
16916
14.3%
l 13224
11.2%
t 13224
11.2%
a 12061
10.2%
g 8458
 
7.2%
r 8458
 
7.2%
i 8369
 
7.1%
A 4855
 
4.1%
o 3692
 
3.1%
Other values (2) 7206
 
6.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 92771
78.5%
Space Separator 16916
 
14.3%
Uppercase Letter 8458
 
7.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21682
23.4%
l 13224
14.3%
t 13224
14.3%
a 12061
13.0%
g 8458
 
9.1%
r 8458
 
9.1%
i 8369
 
9.0%
o 3692
 
4.0%
s 3603
 
3.9%
Uppercase Letter
ValueCountFrequency (%)
A 4855
57.4%
D 3603
42.6%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 101229
85.7%
Common 16916
 
14.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21682
21.4%
l 13224
13.1%
t 13224
13.1%
a 12061
11.9%
g 8458
 
8.4%
r 8458
 
8.4%
i 8369
 
8.3%
A 4855
 
4.8%
o 3692
 
3.6%
D 3603
 
3.6%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 118145
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21682
18.4%
16916
14.3%
l 13224
11.2%
t 13224
11.2%
a 12061
10.2%
g 8458
 
7.2%
r 8458
 
7.2%
i 8369
 
7.1%
A 4855
 
4.1%
o 3692
 
3.1%
Other values (2) 7206
 
6.1%

BSBM19H
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Disagree a lot
2794 
Agree a little
2143 
Disagree a little
1784 
Agree a lot
1737 

Length

Max length17
Median length14
Mean length14.016671
Min length11

Characters and Unicode

Total characters118553
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Disagree a lot 2794
33.0%
Agree a little 2143
25.3%
Disagree a little 1784
21.1%
Agree a lot 1737
20.5%

Length

2023-10-30T21:43:23.639548image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:23.967735image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
disagree 4578
18.0%
lot 4531
17.9%
little 3927
15.5%
agree 3880
15.3%

Most occurring characters

ValueCountFrequency (%)
e 20843
17.6%
16916
14.3%
a 13036
11.0%
l 12385
10.4%
t 12385
10.4%
i 8505
7.2%
g 8458
7.1%
r 8458
7.1%
D 4578
 
3.9%
s 4578
 
3.9%
Other values (2) 8411
7.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 93179
78.6%
Space Separator 16916
 
14.3%
Uppercase Letter 8458
 
7.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20843
22.4%
a 13036
14.0%
l 12385
13.3%
t 12385
13.3%
i 8505
9.1%
g 8458
9.1%
r 8458
9.1%
s 4578
 
4.9%
o 4531
 
4.9%
Uppercase Letter
ValueCountFrequency (%)
D 4578
54.1%
A 3880
45.9%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 101637
85.7%
Common 16916
 
14.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20843
20.5%
a 13036
12.8%
l 12385
12.2%
t 12385
12.2%
i 8505
8.4%
g 8458
8.3%
r 8458
8.3%
D 4578
 
4.5%
s 4578
 
4.5%
o 4531
 
4.5%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 118553
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20843
17.6%
16916
14.3%
a 13036
11.0%
l 12385
10.4%
t 12385
10.4%
i 8505
7.2%
g 8458
7.1%
r 8458
7.1%
D 4578
 
3.9%
s 4578
 
3.9%
Other values (2) 8411
7.1%

BSBM19I
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Disagree a lot
3322 
Agree a little
2033 
Disagree a little
1710 
Agree a lot
1393 

Length

Max length17
Median length14
Mean length14.112438
Min length11

Characters and Unicode

Total characters119363
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a lot
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowDisagree a lot

Common Values

ValueCountFrequency (%)
Disagree a lot 3322
39.3%
Agree a little 2033
24.0%
Disagree a little 1710
20.2%
Agree a lot 1393
16.5%

Length

2023-10-30T21:43:24.352071image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:24.708722image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
disagree 5032
19.8%
lot 4715
18.6%
little 3743
14.8%
agree 3426
13.5%

Most occurring characters

ValueCountFrequency (%)
e 20659
17.3%
16916
14.2%
a 13490
11.3%
l 12201
10.2%
t 12201
10.2%
i 8775
7.4%
g 8458
7.1%
r 8458
7.1%
D 5032
 
4.2%
s 5032
 
4.2%
Other values (2) 8141
 
6.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 93989
78.7%
Space Separator 16916
 
14.2%
Uppercase Letter 8458
 
7.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20659
22.0%
a 13490
14.4%
l 12201
13.0%
t 12201
13.0%
i 8775
9.3%
g 8458
9.0%
r 8458
9.0%
s 5032
 
5.4%
o 4715
 
5.0%
Uppercase Letter
ValueCountFrequency (%)
D 5032
59.5%
A 3426
40.5%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 102447
85.8%
Common 16916
 
14.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20659
20.2%
a 13490
13.2%
l 12201
11.9%
t 12201
11.9%
i 8775
8.6%
g 8458
8.3%
r 8458
8.3%
D 5032
 
4.9%
s 5032
 
4.9%
o 4715
 
4.6%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 119363
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20659
17.3%
16916
14.2%
a 13490
11.3%
l 12201
10.2%
t 12201
10.2%
i 8775
7.4%
g 8458
7.1%
r 8458
7.1%
D 5032
 
4.2%
s 5032
 
4.2%
Other values (2) 8141
 
6.8%

BSBM20A
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
6218 
Agree a little
1602 
Disagree a little
 
331
Disagree a lot
 
307

Length

Max length17
Median length11
Mean length11.911918
Min length11

Characters and Unicode

Total characters100751
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 6218
73.5%
Agree a little 1602
 
18.9%
Disagree a little 331
 
3.9%
Disagree a lot 307
 
3.6%

Length

2023-10-30T21:43:24.954485image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:25.172983image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7820
30.8%
lot 6525
25.7%
little 1933
 
7.6%
disagree 638
 
2.5%

Most occurring characters

ValueCountFrequency (%)
e 18849
18.7%
16916
16.8%
l 10391
10.3%
t 10391
10.3%
a 9096
9.0%
g 8458
8.4%
r 8458
8.4%
A 7820
7.8%
o 6525
 
6.5%
i 2571
 
2.6%
Other values (2) 1276
 
1.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 75377
74.8%
Space Separator 16916
 
16.8%
Uppercase Letter 8458
 
8.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18849
25.0%
l 10391
13.8%
t 10391
13.8%
a 9096
12.1%
g 8458
11.2%
r 8458
11.2%
o 6525
 
8.7%
i 2571
 
3.4%
s 638
 
0.8%
Uppercase Letter
ValueCountFrequency (%)
A 7820
92.5%
D 638
 
7.5%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 83835
83.2%
Common 16916
 
16.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18849
22.5%
l 10391
12.4%
t 10391
12.4%
a 9096
10.8%
g 8458
10.1%
r 8458
10.1%
A 7820
9.3%
o 6525
 
7.8%
i 2571
 
3.1%
D 638
 
0.8%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 100751
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18849
18.7%
16916
16.8%
l 10391
10.3%
t 10391
10.3%
a 9096
9.0%
g 8458
8.4%
r 8458
8.4%
A 7820
7.8%
o 6525
 
6.5%
i 2571
 
2.6%
Other values (2) 1276
 
1.3%

BSBM20B
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5393 
Agree a little
2158 
Disagree a little
574 
Disagree a lot
 
333

Length

Max length17
Median length11
Mean length12.290731
Min length11

Characters and Unicode

Total characters103955
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5393
63.8%
Agree a little 2158
25.5%
Disagree a little 574
 
6.8%
Disagree a lot 333
 
3.9%

Length

2023-10-30T21:43:25.404939image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:25.632139image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7551
29.8%
lot 5726
22.6%
little 2732
 
10.8%
disagree 907
 
3.6%

Most occurring characters

ValueCountFrequency (%)
e 19648
18.9%
16916
16.3%
l 11190
10.8%
t 11190
10.8%
a 9365
9.0%
g 8458
8.1%
r 8458
8.1%
A 7551
 
7.3%
o 5726
 
5.5%
i 3639
 
3.5%
Other values (2) 1814
 
1.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78581
75.6%
Space Separator 16916
 
16.3%
Uppercase Letter 8458
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19648
25.0%
l 11190
14.2%
t 11190
14.2%
a 9365
11.9%
g 8458
10.8%
r 8458
10.8%
o 5726
 
7.3%
i 3639
 
4.6%
s 907
 
1.2%
Uppercase Letter
ValueCountFrequency (%)
A 7551
89.3%
D 907
 
10.7%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 87039
83.7%
Common 16916
 
16.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19648
22.6%
l 11190
12.9%
t 11190
12.9%
a 9365
10.8%
g 8458
9.7%
r 8458
9.7%
A 7551
 
8.7%
o 5726
 
6.6%
i 3639
 
4.2%
D 907
 
1.0%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 103955
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19648
18.9%
16916
16.3%
l 11190
10.8%
t 11190
10.8%
a 9365
9.0%
g 8458
8.1%
r 8458
8.1%
A 7551
 
7.3%
o 5726
 
5.5%
i 3639
 
3.5%
Other values (2) 1814
 
1.7%

BSBM20C
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5939 
Agree a little
1543 
Disagree a little
616 
Disagree a lot
 
360

Length

Max length17
Median length11
Mean length12.111965
Min length11

Characters and Unicode

Total characters102443
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5939
70.2%
Agree a little 1543
 
18.2%
Disagree a little 616
 
7.3%
Disagree a lot 360
 
4.3%

Length

2023-10-30T21:43:25.873775image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:26.089711image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7482
29.5%
lot 6299
24.8%
little 2159
 
8.5%
disagree 976
 
3.8%

Most occurring characters

ValueCountFrequency (%)
e 19075
18.6%
16916
16.5%
l 10617
10.4%
t 10617
10.4%
a 9434
9.2%
g 8458
8.3%
r 8458
8.3%
A 7482
 
7.3%
o 6299
 
6.1%
i 3135
 
3.1%
Other values (2) 1952
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77069
75.2%
Space Separator 16916
 
16.5%
Uppercase Letter 8458
 
8.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19075
24.8%
l 10617
13.8%
t 10617
13.8%
a 9434
12.2%
g 8458
11.0%
r 8458
11.0%
o 6299
 
8.2%
i 3135
 
4.1%
s 976
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
A 7482
88.5%
D 976
 
11.5%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 85527
83.5%
Common 16916
 
16.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19075
22.3%
l 10617
12.4%
t 10617
12.4%
a 9434
11.0%
g 8458
9.9%
r 8458
9.9%
A 7482
 
8.7%
o 6299
 
7.4%
i 3135
 
3.7%
D 976
 
1.1%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102443
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19075
18.6%
16916
16.5%
l 10617
10.4%
t 10617
10.4%
a 9434
9.2%
g 8458
8.3%
r 8458
8.3%
A 7482
 
7.3%
o 6299
 
6.1%
i 3135
 
3.1%
Other values (2) 1952
 
1.9%

BSBM20D
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5734 
Agree a little
1674 
Disagree a little
620 
Disagree a lot
 
430

Length

Max length17
Median length11
Mean length12.186096
Min length11

Characters and Unicode

Total characters103070
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5734
67.8%
Agree a little 1674
 
19.8%
Disagree a little 620
 
7.3%
Disagree a lot 430
 
5.1%

Length

2023-10-30T21:43:26.332985image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:26.587901image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7408
29.2%
lot 6164
24.3%
little 2294
 
9.0%
disagree 1050
 
4.1%

Most occurring characters

ValueCountFrequency (%)
e 19210
18.6%
16916
16.4%
l 10752
10.4%
t 10752
10.4%
a 9508
9.2%
g 8458
8.2%
r 8458
8.2%
A 7408
 
7.2%
o 6164
 
6.0%
i 3344
 
3.2%
Other values (2) 2100
 
2.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77696
75.4%
Space Separator 16916
 
16.4%
Uppercase Letter 8458
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19210
24.7%
l 10752
13.8%
t 10752
13.8%
a 9508
12.2%
g 8458
10.9%
r 8458
10.9%
o 6164
 
7.9%
i 3344
 
4.3%
s 1050
 
1.4%
Uppercase Letter
ValueCountFrequency (%)
A 7408
87.6%
D 1050
 
12.4%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86154
83.6%
Common 16916
 
16.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19210
22.3%
l 10752
12.5%
t 10752
12.5%
a 9508
11.0%
g 8458
9.8%
r 8458
9.8%
A 7408
 
8.6%
o 6164
 
7.2%
i 3344
 
3.9%
D 1050
 
1.2%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 103070
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19210
18.6%
16916
16.4%
l 10752
10.4%
t 10752
10.4%
a 9508
9.2%
g 8458
8.2%
r 8458
8.2%
A 7408
 
7.2%
o 6164
 
6.0%
i 3344
 
3.2%
Other values (2) 2100
 
2.0%

BSBM20E
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
3500 
Agree a little
2654 
Disagree a little
1155 
Disagree a lot
1149 

Length

Max length17
Median length14
Mean length13.168243
Min length11

Characters and Unicode

Total characters111377
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 3500
41.4%
Agree a little 2654
31.4%
Disagree a little 1155
 
13.7%
Disagree a lot 1149
 
13.6%

Length

2023-10-30T21:43:26.995609image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:27.370358image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 6154
24.3%
lot 4649
18.3%
little 3809
15.0%
disagree 2304
 
9.1%

Most occurring characters

ValueCountFrequency (%)
e 20725
18.6%
16916
15.2%
l 12267
11.0%
t 12267
11.0%
a 10762
9.7%
g 8458
7.6%
r 8458
7.6%
A 6154
 
5.5%
i 6113
 
5.5%
o 4649
 
4.2%
Other values (2) 4608
 
4.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 86003
77.2%
Space Separator 16916
 
15.2%
Uppercase Letter 8458
 
7.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20725
24.1%
l 12267
14.3%
t 12267
14.3%
a 10762
12.5%
g 8458
9.8%
r 8458
9.8%
i 6113
 
7.1%
o 4649
 
5.4%
s 2304
 
2.7%
Uppercase Letter
ValueCountFrequency (%)
A 6154
72.8%
D 2304
 
27.2%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 94461
84.8%
Common 16916
 
15.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20725
21.9%
l 12267
13.0%
t 12267
13.0%
a 10762
11.4%
g 8458
9.0%
r 8458
9.0%
A 6154
 
6.5%
i 6113
 
6.5%
o 4649
 
4.9%
D 2304
 
2.4%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 111377
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20725
18.6%
16916
15.2%
l 12267
11.0%
t 12267
11.0%
a 10762
9.7%
g 8458
7.6%
r 8458
7.6%
A 6154
 
5.5%
i 6113
 
5.5%
o 4649
 
4.2%
Other values (2) 4608
 
4.1%

BSBM20F
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
4977 
Agree a little
2142 
Disagree a little
859 
Disagree a lot
 
480

Length

Max length17
Median length11
Mean length12.539371
Min length11

Characters and Unicode

Total characters106058
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 4977
58.8%
Agree a little 2142
25.3%
Disagree a little 859
 
10.2%
Disagree a lot 480
 
5.7%

Length

2023-10-30T21:43:27.798277image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:28.136763image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7119
28.1%
lot 5457
21.5%
little 3001
 
11.8%
disagree 1339
 
5.3%

Most occurring characters

ValueCountFrequency (%)
e 19917
18.8%
16916
15.9%
l 11459
10.8%
t 11459
10.8%
a 9797
9.2%
g 8458
8.0%
r 8458
8.0%
A 7119
 
6.7%
o 5457
 
5.1%
i 4340
 
4.1%
Other values (2) 2678
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 80684
76.1%
Space Separator 16916
 
15.9%
Uppercase Letter 8458
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19917
24.7%
l 11459
14.2%
t 11459
14.2%
a 9797
12.1%
g 8458
10.5%
r 8458
10.5%
o 5457
 
6.8%
i 4340
 
5.4%
s 1339
 
1.7%
Uppercase Letter
ValueCountFrequency (%)
A 7119
84.2%
D 1339
 
15.8%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 89142
84.1%
Common 16916
 
15.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19917
22.3%
l 11459
12.9%
t 11459
12.9%
a 9797
11.0%
g 8458
9.5%
r 8458
9.5%
A 7119
 
8.0%
o 5457
 
6.1%
i 4340
 
4.9%
D 1339
 
1.5%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 106058
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19917
18.8%
16916
15.9%
l 11459
10.8%
t 11459
10.8%
a 9797
9.2%
g 8458
8.0%
r 8458
8.0%
A 7119
 
6.7%
o 5457
 
5.1%
i 4340
 
4.1%
Other values (2) 2678
 
2.5%

BSBM20G
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5125 
Agree a little
2083 
Disagree a little
786 
Disagree a lot
 
464

Length

Max length17
Median length11
Mean length12.460984
Min length11

Characters and Unicode

Total characters105395
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5125
60.6%
Agree a little 2083
24.6%
Disagree a little 786
 
9.3%
Disagree a lot 464
 
5.5%

Length

2023-10-30T21:43:28.535956image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:28.883225image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7208
28.4%
lot 5589
22.0%
little 2869
 
11.3%
disagree 1250
 
4.9%

Most occurring characters

ValueCountFrequency (%)
e 19785
18.8%
16916
16.1%
l 11327
10.7%
t 11327
10.7%
a 9708
9.2%
g 8458
8.0%
r 8458
8.0%
A 7208
 
6.8%
o 5589
 
5.3%
i 4119
 
3.9%
Other values (2) 2500
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 80021
75.9%
Space Separator 16916
 
16.1%
Uppercase Letter 8458
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19785
24.7%
l 11327
14.2%
t 11327
14.2%
a 9708
12.1%
g 8458
10.6%
r 8458
10.6%
o 5589
 
7.0%
i 4119
 
5.1%
s 1250
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
A 7208
85.2%
D 1250
 
14.8%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 88479
83.9%
Common 16916
 
16.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19785
22.4%
l 11327
12.8%
t 11327
12.8%
a 9708
11.0%
g 8458
9.6%
r 8458
9.6%
A 7208
 
8.1%
o 5589
 
6.3%
i 4119
 
4.7%
D 1250
 
1.4%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 105395
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19785
18.8%
16916
16.1%
l 11327
10.7%
t 11327
10.7%
a 9708
9.2%
g 8458
8.0%
r 8458
8.0%
A 7208
 
6.8%
o 5589
 
5.3%
i 4119
 
3.9%
Other values (2) 2500
 
2.4%

BSBM20H
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
5589 
Agree a little
1845 
Disagree a little
626 
Disagree a lot
 
398

Length

Max length17
Median length11
Mean length12.239655
Min length11

Characters and Unicode

Total characters103523
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5589
66.1%
Agree a little 1845
 
21.8%
Disagree a little 626
 
7.4%
Disagree a lot 398
 
4.7%

Length

2023-10-30T21:43:29.265366image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:29.583393image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7434
29.3%
lot 5987
23.6%
little 2471
 
9.7%
disagree 1024
 
4.0%

Most occurring characters

ValueCountFrequency (%)
e 19387
18.7%
16916
16.3%
l 10929
10.6%
t 10929
10.6%
a 9482
9.2%
g 8458
8.2%
r 8458
8.2%
A 7434
 
7.2%
o 5987
 
5.8%
i 3495
 
3.4%
Other values (2) 2048
 
2.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78149
75.5%
Space Separator 16916
 
16.3%
Uppercase Letter 8458
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19387
24.8%
l 10929
14.0%
t 10929
14.0%
a 9482
12.1%
g 8458
10.8%
r 8458
10.8%
o 5987
 
7.7%
i 3495
 
4.5%
s 1024
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
A 7434
87.9%
D 1024
 
12.1%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86607
83.7%
Common 16916
 
16.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19387
22.4%
l 10929
12.6%
t 10929
12.6%
a 9482
10.9%
g 8458
9.8%
r 8458
9.8%
A 7434
 
8.6%
o 5987
 
6.9%
i 3495
 
4.0%
D 1024
 
1.2%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 103523
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19387
18.7%
16916
16.3%
l 10929
10.6%
t 10929
10.6%
a 9482
9.2%
g 8458
8.2%
r 8458
8.2%
A 7434
 
7.2%
o 5987
 
5.8%
i 3495
 
3.4%
Other values (2) 2048
 
2.0%

BSBM20I
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Agree a lot
6039 
Agree a little
1544 
Disagree a little
 
504
Disagree a lot
 
371

Length

Max length17
Median length11
Mean length12.03677
Min length11

Characters and Unicode

Total characters101807
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 6039
71.4%
Agree a little 1544
 
18.3%
Disagree a little 504
 
6.0%
Disagree a lot 371
 
4.4%

Length

2023-10-30T21:43:29.960267image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:30.250258image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8458
33.3%
agree 7583
29.9%
lot 6410
25.3%
little 2048
 
8.1%
disagree 875
 
3.4%

Most occurring characters

ValueCountFrequency (%)
e 18964
18.6%
16916
16.6%
l 10506
10.3%
t 10506
10.3%
a 9333
9.2%
g 8458
8.3%
r 8458
8.3%
A 7583
 
7.4%
o 6410
 
6.3%
i 2923
 
2.9%
Other values (2) 1750
 
1.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 76433
75.1%
Space Separator 16916
 
16.6%
Uppercase Letter 8458
 
8.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18964
24.8%
l 10506
13.7%
t 10506
13.7%
a 9333
12.2%
g 8458
11.1%
r 8458
11.1%
o 6410
 
8.4%
i 2923
 
3.8%
s 875
 
1.1%
Uppercase Letter
ValueCountFrequency (%)
A 7583
89.7%
D 875
 
10.3%
Space Separator
ValueCountFrequency (%)
16916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 84891
83.4%
Common 16916
 
16.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18964
22.3%
l 10506
12.4%
t 10506
12.4%
a 9333
11.0%
g 8458
10.0%
r 8458
10.0%
A 7583
 
8.9%
o 6410
 
7.6%
i 2923
 
3.4%
D 875
 
1.0%
Common
ValueCountFrequency (%)
16916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 101807
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18964
18.6%
16916
16.6%
l 10506
10.3%
t 10506
10.3%
a 9333
9.2%
g 8458
8.3%
r 8458
8.3%
A 7583
 
7.4%
o 6410
 
6.3%
i 2923
 
2.9%
Other values (2) 1750
 
1.7%

BSBM26AA
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
3 or 4 times a week
3622 
Every day
2794 
1 or 2 times a week
1257 
Less than once a week
587 
Never
 
198

Length

Max length21
Median length19
Mean length15.507685
Min length5

Characters and Unicode

Total characters131164
Distinct characters24
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3 or 4 times a week
2nd rowEvery day
3rd row3 or 4 times a week
4th row3 or 4 times a week
5th row3 or 4 times a week

Common Values

ValueCountFrequency (%)
3 or 4 times a week 3622
42.8%
Every day 2794
33.0%
1 or 2 times a week 1257
 
14.9%
Less than once a week 587
 
6.9%
Never 198
 
2.3%

Length

2023-10-30T21:43:30.611787image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:30.906281image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 5466
14.4%
week 5466
14.4%
or 4879
12.8%
times 4879
12.8%
3 3622
9.5%
4 3622
9.5%
every 2794
7.4%
day 2794
7.4%
1 1257
 
3.3%
2 1257
 
3.3%
Other values (4) 1959
 
5.2%

Most occurring characters

ValueCountFrequency (%)
29537
22.5%
e 20175
15.4%
a 8847
 
6.7%
r 7871
 
6.0%
s 6053
 
4.6%
y 5588
 
4.3%
k 5466
 
4.2%
o 5466
 
4.2%
t 5466
 
4.2%
w 5466
 
4.2%
Other values (14) 31229
23.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 88290
67.3%
Space Separator 29537
 
22.5%
Decimal Number 9758
 
7.4%
Uppercase Letter 3579
 
2.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20175
22.9%
a 8847
10.0%
r 7871
 
8.9%
s 6053
 
6.9%
y 5588
 
6.3%
k 5466
 
6.2%
o 5466
 
6.2%
t 5466
 
6.2%
w 5466
 
6.2%
i 4879
 
5.5%
Other values (6) 13013
14.7%
Decimal Number
ValueCountFrequency (%)
3 3622
37.1%
4 3622
37.1%
1 1257
 
12.9%
2 1257
 
12.9%
Uppercase Letter
ValueCountFrequency (%)
E 2794
78.1%
L 587
 
16.4%
N 198
 
5.5%
Space Separator
ValueCountFrequency (%)
29537
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 91869
70.0%
Common 39295
30.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20175
22.0%
a 8847
9.6%
r 7871
 
8.6%
s 6053
 
6.6%
y 5588
 
6.1%
k 5466
 
5.9%
o 5466
 
5.9%
t 5466
 
5.9%
w 5466
 
5.9%
i 4879
 
5.3%
Other values (9) 16592
18.1%
Common
ValueCountFrequency (%)
29537
75.2%
3 3622
 
9.2%
4 3622
 
9.2%
1 1257
 
3.2%
2 1257
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 131164
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
29537
22.5%
e 20175
15.4%
a 8847
 
6.7%
r 7871
 
6.0%
s 6053
 
4.6%
y 5588
 
4.3%
k 5466
 
4.2%
o 5466
 
4.2%
t 5466
 
4.2%
w 5466
 
4.2%
Other values (14) 31229
23.8%

BSBM26BA
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
1–15 minutes
4011 
16–30 minutes
2662 
31–60 minutes
1015 
More than 90 minutes
 
346
61–90 minutes
 
223

Length

Max length38
Median length20
Mean length13.406243
Min length12

Characters and Unicode

Total characters113390
Distinct characters27
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1–15 minutes
2nd row16–30 minutes
3rd row16–30 minutes
4th row1–15 minutes
5th row16–30 minutes

Common Values

ValueCountFrequency (%)
1–15 minutes 4011
47.4%
16–30 minutes 2662
31.5%
31–60 minutes 1015
 
12.0%
More than 90 minutes 346
 
4.1%
61–90 minutes 223
 
2.6%
My teacher never gives me homework in… 201
 
2.4%

Length

2023-10-30T21:43:31.255332image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:31.591975image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
minutes 8257
44.4%
1–15 4011
21.5%
16–30 2662
 
14.3%
31–60 1015
 
5.5%
more 346
 
1.9%
than 346
 
1.9%
90 346
 
1.9%
61–90 223
 
1.2%
my 201
 
1.1%
teacher 201
 
1.1%
Other values (5) 1005
 
5.4%

Most occurring characters

ValueCountFrequency (%)
1 11922
10.5%
10155
9.0%
e 10010
8.8%
n 9005
7.9%
t 8804
7.8%
m 8659
7.6%
i 8659
7.6%
s 8458
 
7.5%
u 8257
 
7.3%
– 7911
 
7.0%
Other values (17) 21550
19.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 66251
58.4%
Decimal Number 28325
25.0%
Space Separator 10155
 
9.0%
Dash Punctuation 7911
 
7.0%
Uppercase Letter 547
 
0.5%
Other Punctuation 201
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 10010
15.1%
n 9005
13.6%
t 8804
13.3%
m 8659
13.1%
i 8659
13.1%
s 8458
12.8%
u 8257
12.5%
r 949
 
1.4%
o 748
 
1.1%
h 748
 
1.1%
Other values (7) 1954
 
2.9%
Decimal Number
ValueCountFrequency (%)
1 11922
42.1%
0 4246
 
15.0%
5 4011
 
14.2%
6 3900
 
13.8%
3 3677
 
13.0%
9 569
 
2.0%
Space Separator
ValueCountFrequency (%)
10155
100.0%
Dash Punctuation
ValueCountFrequency (%)
– 7911
100.0%
Uppercase Letter
ValueCountFrequency (%)
M 547
100.0%
Other Punctuation
ValueCountFrequency (%)
… 201
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 66798
58.9%
Common 46592
41.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 10010
15.0%
n 9005
13.5%
t 8804
13.2%
m 8659
13.0%
i 8659
13.0%
s 8458
12.7%
u 8257
12.4%
r 949
 
1.4%
o 748
 
1.1%
h 748
 
1.1%
Other values (8) 2501
 
3.7%
Common
ValueCountFrequency (%)
1 11922
25.6%
10155
21.8%
– 7911
17.0%
0 4246
 
9.1%
5 4011
 
8.6%
6 3900
 
8.4%
3 3677
 
7.9%
9 569
 
1.2%
… 201
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 105278
92.8%
Punctuation 8112
 
7.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 11922
11.3%
10155
9.6%
e 10010
9.5%
n 9005
8.6%
t 8804
8.4%
m 8659
8.2%
i 8659
8.2%
s 8458
8.0%
u 8257
7.8%
0 4246
 
4.0%
Other values (15) 17103
16.2%
Punctuation
ValueCountFrequency (%)
– 7911
97.5%
… 201
 
2.5%

BSBM27AA
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes, to excel in class
3639 
No
3280 
Yes, to keep up in class
1539 

Length

Max length24
Median length22
Mean length14.607945
Min length2

Characters and Unicode

Total characters123554
Distinct characters17
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNo
2nd rowYes, to keep up in class
3rd rowNo
4th rowNo
5th rowYes, to excel in class

Common Values

ValueCountFrequency (%)
Yes, to excel in class 3639
43.0%
No 3280
38.8%
Yes, to keep up in class 1539
18.2%

Length

2023-10-30T21:43:31.956679image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:32.153396image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5178
16.9%
to 5178
16.9%
in 5178
16.9%
class 5178
16.9%
excel 3639
11.8%
no 3280
10.7%
keep 1539
 
5.0%
up 1539
 
5.0%

Most occurring characters

ValueCountFrequency (%)
22251
18.0%
s 15534
12.6%
e 15534
12.6%
c 8817
 
7.1%
l 8817
 
7.1%
o 8458
 
6.8%
a 5178
 
4.2%
n 5178
 
4.2%
i 5178
 
4.2%
Y 5178
 
4.2%
Other values (7) 23431
19.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 87667
71.0%
Space Separator 22251
 
18.0%
Uppercase Letter 8458
 
6.8%
Other Punctuation 5178
 
4.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 15534
17.7%
e 15534
17.7%
c 8817
10.1%
l 8817
10.1%
o 8458
9.6%
a 5178
 
5.9%
n 5178
 
5.9%
i 5178
 
5.9%
t 5178
 
5.9%
x 3639
 
4.2%
Other values (3) 6156
 
7.0%
Uppercase Letter
ValueCountFrequency (%)
Y 5178
61.2%
N 3280
38.8%
Space Separator
ValueCountFrequency (%)
22251
100.0%
Other Punctuation
ValueCountFrequency (%)
, 5178
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 96125
77.8%
Common 27429
 
22.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 15534
16.2%
e 15534
16.2%
c 8817
9.2%
l 8817
9.2%
o 8458
8.8%
a 5178
 
5.4%
n 5178
 
5.4%
i 5178
 
5.4%
Y 5178
 
5.4%
t 5178
 
5.4%
Other values (5) 13075
13.6%
Common
ValueCountFrequency (%)
22251
81.1%
, 5178
 
18.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 123554
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
22251
18.0%
s 15534
12.6%
e 15534
12.6%
c 8817
 
7.1%
l 8817
 
7.1%
o 8458
 
6.8%
a 5178
 
4.2%
n 5178
 
4.2%
i 5178
 
4.2%
Y 5178
 
4.2%
Other values (7) 23431
19.0%

BSBM27BA
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Did not attend
3359 
Less than 4 months
3358 
More than 8 months
1001 
4-8 months
740 

Length

Max length18
Median length18
Mean length15.711516
Min length10

Characters and Unicode

Total characters132888
Distinct characters18
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowLess than 4 months
2nd rowLess than 4 months
3rd rowMore than 8 months
4th rowDid not attend
5th row4-8 months

Common Values

ValueCountFrequency (%)
Did not attend 3359
39.7%
Less than 4 months 3358
39.7%
More than 8 months 1001
 
11.8%
4-8 months 740
 
8.7%

Length

2023-10-30T21:43:32.452846image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:32.808846image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
months 5099
17.6%
than 4359
15.0%
did 3359
11.6%
not 3359
11.6%
attend 3359
11.6%
less 3358
11.6%
4 3358
11.6%
more 1001
 
3.5%
8 1001
 
3.5%
4-8 740
 
2.6%

Most occurring characters

ValueCountFrequency (%)
20535
15.5%
t 19535
14.7%
n 16176
12.2%
s 11815
8.9%
o 9459
7.1%
h 9458
7.1%
a 7718
 
5.8%
e 7718
 
5.8%
d 6718
 
5.1%
m 5099
 
3.8%
Other values (8) 18657
14.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 98056
73.8%
Space Separator 20535
 
15.5%
Uppercase Letter 7718
 
5.8%
Decimal Number 5839
 
4.4%
Dash Punctuation 740
 
0.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 19535
19.9%
n 16176
16.5%
s 11815
12.0%
o 9459
9.6%
h 9458
9.6%
a 7718
 
7.9%
e 7718
 
7.9%
d 6718
 
6.9%
m 5099
 
5.2%
i 3359
 
3.4%
Uppercase Letter
ValueCountFrequency (%)
D 3359
43.5%
L 3358
43.5%
M 1001
 
13.0%
Decimal Number
ValueCountFrequency (%)
4 4098
70.2%
8 1741
29.8%
Space Separator
ValueCountFrequency (%)
20535
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 740
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 105774
79.6%
Common 27114
 
20.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 19535
18.5%
n 16176
15.3%
s 11815
11.2%
o 9459
8.9%
h 9458
8.9%
a 7718
 
7.3%
e 7718
 
7.3%
d 6718
 
6.4%
m 5099
 
4.8%
D 3359
 
3.2%
Other values (4) 8719
8.2%
Common
ValueCountFrequency (%)
20535
75.7%
4 4098
 
15.1%
8 1741
 
6.4%
- 740
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 132888
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
20535
15.5%
t 19535
14.7%
n 16176
12.2%
s 11815
8.9%
o 9459
7.1%
h 9458
7.1%
a 7718
 
5.8%
e 7718
 
5.8%
d 6718
 
5.1%
m 5099
 
3.8%
Other values (8) 18657
14.0%

BSBM42AA
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
3 or 4 times a week
3622 
Every day
2827 
1 or 2 times a week
1223 
Less than once a week
589 
Never
 
197

Length

Max length21
Median length19
Mean length15.470797
Min length5

Characters and Unicode

Total characters130852
Distinct characters24
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3 or 4 times a week
2nd rowEvery day
3rd row3 or 4 times a week
4th row3 or 4 times a week
5th row3 or 4 times a week

Common Values

ValueCountFrequency (%)
3 or 4 times a week 3622
42.8%
Every day 2827
33.4%
1 or 2 times a week 1223
 
14.5%
Less than once a week 589
 
7.0%
Never 197
 
2.3%

Length

2023-10-30T21:43:33.638598image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:34.007582image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 5434
14.4%
week 5434
14.4%
or 4845
12.8%
times 4845
12.8%
3 3622
9.6%
4 3622
9.6%
every 2827
7.5%
day 2827
7.5%
1 1223
 
3.2%
2 1223
 
3.2%
Other values (4) 1964
 
5.2%

Most occurring characters

ValueCountFrequency (%)
29408
22.5%
e 20112
15.4%
a 8850
 
6.8%
r 7869
 
6.0%
s 6023
 
4.6%
y 5654
 
4.3%
k 5434
 
4.2%
o 5434
 
4.2%
t 5434
 
4.2%
w 5434
 
4.2%
Other values (14) 31200
23.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 88141
67.4%
Space Separator 29408
 
22.5%
Decimal Number 9690
 
7.4%
Uppercase Letter 3613
 
2.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20112
22.8%
a 8850
10.0%
r 7869
 
8.9%
s 6023
 
6.8%
y 5654
 
6.4%
k 5434
 
6.2%
o 5434
 
6.2%
t 5434
 
6.2%
w 5434
 
6.2%
i 4845
 
5.5%
Other values (6) 13052
14.8%
Decimal Number
ValueCountFrequency (%)
3 3622
37.4%
4 3622
37.4%
1 1223
 
12.6%
2 1223
 
12.6%
Uppercase Letter
ValueCountFrequency (%)
E 2827
78.2%
L 589
 
16.3%
N 197
 
5.5%
Space Separator
ValueCountFrequency (%)
29408
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 91754
70.1%
Common 39098
29.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20112
21.9%
a 8850
9.6%
r 7869
 
8.6%
s 6023
 
6.6%
y 5654
 
6.2%
k 5434
 
5.9%
o 5434
 
5.9%
t 5434
 
5.9%
w 5434
 
5.9%
i 4845
 
5.3%
Other values (9) 16665
18.2%
Common
ValueCountFrequency (%)
29408
75.2%
3 3622
 
9.3%
4 3622
 
9.3%
1 1223
 
3.1%
2 1223
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 130852
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
29408
22.5%
e 20112
15.4%
a 8850
 
6.8%
r 7869
 
6.0%
s 6023
 
4.6%
y 5654
 
4.3%
k 5434
 
4.2%
o 5434
 
4.2%
t 5434
 
4.2%
w 5434
 
4.2%
Other values (14) 31200
23.8%

BSBM42BA
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
1–15 minutes
4029 
16–30 minutes
2648 
31–60 minutes
1022 
More than 90 minutes
 
336
61–90 minutes
 
222

Length

Max length38
Median length20
Mean length13.395838
Min length12

Characters and Unicode

Total characters113302
Distinct characters27
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1–15 minutes
2nd row16–30 minutes
3rd row16–30 minutes
4th row1–15 minutes
5th row16–30 minutes

Common Values

ValueCountFrequency (%)
1–15 minutes 4029
47.6%
16–30 minutes 2648
31.3%
31–60 minutes 1022
 
12.1%
More than 90 minutes 336
 
4.0%
61–90 minutes 222
 
2.6%
My teacher never gives me homework in… 201
 
2.4%

Length

2023-10-30T21:43:34.342740image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:34.688836image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
minutes 8257
44.4%
1–15 4029
21.7%
16–30 2648
 
14.2%
31–60 1022
 
5.5%
more 336
 
1.8%
than 336
 
1.8%
90 336
 
1.8%
61–90 222
 
1.2%
my 201
 
1.1%
teacher 201
 
1.1%
Other values (5) 1005
 
5.4%

Most occurring characters

ValueCountFrequency (%)
1 11950
10.5%
10135
8.9%
e 10000
8.8%
n 8995
7.9%
t 8794
7.8%
m 8659
7.6%
i 8659
7.6%
s 8458
 
7.5%
u 8257
 
7.3%
– 7921
 
7.0%
Other values (17) 21474
19.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 66181
58.4%
Decimal Number 28327
25.0%
Space Separator 10135
 
8.9%
Dash Punctuation 7921
 
7.0%
Uppercase Letter 537
 
0.5%
Other Punctuation 201
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 10000
15.1%
n 8995
13.6%
t 8794
13.3%
m 8659
13.1%
i 8659
13.1%
s 8458
12.8%
u 8257
12.5%
r 939
 
1.4%
o 738
 
1.1%
h 738
 
1.1%
Other values (7) 1944
 
2.9%
Decimal Number
ValueCountFrequency (%)
1 11950
42.2%
0 4228
 
14.9%
5 4029
 
14.2%
6 3892
 
13.7%
3 3670
 
13.0%
9 558
 
2.0%
Space Separator
ValueCountFrequency (%)
10135
100.0%
Dash Punctuation
ValueCountFrequency (%)
– 7921
100.0%
Uppercase Letter
ValueCountFrequency (%)
M 537
100.0%
Other Punctuation
ValueCountFrequency (%)
… 201
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 66718
58.9%
Common 46584
41.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 10000
15.0%
n 8995
13.5%
t 8794
13.2%
m 8659
13.0%
i 8659
13.0%
s 8458
12.7%
u 8257
12.4%
r 939
 
1.4%
o 738
 
1.1%
h 738
 
1.1%
Other values (8) 2481
 
3.7%
Common
ValueCountFrequency (%)
1 11950
25.7%
10135
21.8%
– 7921
17.0%
0 4228
 
9.1%
5 4029
 
8.6%
6 3892
 
8.4%
3 3670
 
7.9%
9 558
 
1.2%
… 201
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 105180
92.8%
Punctuation 8122
 
7.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 11950
11.4%
10135
9.6%
e 10000
9.5%
n 8995
8.6%
t 8794
8.4%
m 8659
8.2%
i 8659
8.2%
s 8458
8.0%
u 8257
7.9%
0 4228
 
4.0%
Other values (15) 17045
16.2%
Punctuation
ValueCountFrequency (%)
– 7921
97.5%
… 201
 
2.5%

BSBM43AA
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Yes, to excel in class
3591 
No
3270 
Yes, to keep up in class
1597 

Length

Max length24
Median length22
Mean length14.645306
Min length2

Characters and Unicode

Total characters123870
Distinct characters17
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNo
2nd rowYes, to keep up in class
3rd rowNo
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
Yes, to excel in class 3591
42.5%
No 3270
38.7%
Yes, to keep up in class 1597
18.9%

Length

2023-10-30T21:43:35.076514image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:35.407048image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5188
16.8%
to 5188
16.8%
in 5188
16.8%
class 5188
16.8%
excel 3591
11.7%
no 3270
10.6%
keep 1597
 
5.2%
up 1597
 
5.2%

Most occurring characters

ValueCountFrequency (%)
22349
18.0%
s 15564
12.6%
e 15564
12.6%
c 8779
 
7.1%
l 8779
 
7.1%
o 8458
 
6.8%
a 5188
 
4.2%
n 5188
 
4.2%
i 5188
 
4.2%
Y 5188
 
4.2%
Other values (7) 23625
19.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 87875
70.9%
Space Separator 22349
 
18.0%
Uppercase Letter 8458
 
6.8%
Other Punctuation 5188
 
4.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 15564
17.7%
e 15564
17.7%
c 8779
10.0%
l 8779
10.0%
o 8458
9.6%
a 5188
 
5.9%
n 5188
 
5.9%
i 5188
 
5.9%
t 5188
 
5.9%
x 3591
 
4.1%
Other values (3) 6388
7.3%
Uppercase Letter
ValueCountFrequency (%)
Y 5188
61.3%
N 3270
38.7%
Space Separator
ValueCountFrequency (%)
22349
100.0%
Other Punctuation
ValueCountFrequency (%)
, 5188
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 96333
77.8%
Common 27537
 
22.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 15564
16.2%
e 15564
16.2%
c 8779
9.1%
l 8779
9.1%
o 8458
8.8%
a 5188
 
5.4%
n 5188
 
5.4%
i 5188
 
5.4%
Y 5188
 
5.4%
t 5188
 
5.4%
Other values (5) 13249
13.8%
Common
ValueCountFrequency (%)
22349
81.2%
, 5188
 
18.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 123870
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
22349
18.0%
s 15564
12.6%
e 15564
12.6%
c 8779
 
7.1%
l 8779
 
7.1%
o 8458
 
6.8%
a 5188
 
4.2%
n 5188
 
4.2%
i 5188
 
4.2%
Y 5188
 
4.2%
Other values (7) 23625
19.1%

BSBM43BA
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
Did not attend
3365 
Less than 4 months
3311 
More than 8 months
1041 
4-8 months
741 

Length

Max length18
Median length18
Mean length15.707732
Min length10

Characters and Unicode

Total characters132856
Distinct characters18
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDid not attend
2nd rowLess than 4 months
3rd rowDid not attend
4th rowDid not attend
5th rowDid not attend

Common Values

ValueCountFrequency (%)
Did not attend 3365
39.8%
Less than 4 months 3311
39.1%
More than 8 months 1041
 
12.3%
4-8 months 741
 
8.8%

Length

2023-10-30T21:43:35.813685image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:36.170145image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
months 5093
17.6%
than 4352
15.0%
did 3365
11.6%
not 3365
11.6%
attend 3365
11.6%
less 3311
11.4%
4 3311
11.4%
more 1041
 
3.6%
8 1041
 
3.6%
4-8 741
 
2.6%

Most occurring characters

ValueCountFrequency (%)
20527
15.5%
t 19540
14.7%
n 16175
12.2%
s 11715
8.8%
o 9499
7.1%
h 9445
7.1%
a 7717
 
5.8%
e 7717
 
5.8%
d 6730
 
5.1%
m 5093
 
3.8%
Other values (8) 18698
14.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 98037
73.8%
Space Separator 20527
 
15.5%
Uppercase Letter 7717
 
5.8%
Decimal Number 5834
 
4.4%
Dash Punctuation 741
 
0.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 19540
19.9%
n 16175
16.5%
s 11715
11.9%
o 9499
9.7%
h 9445
9.6%
a 7717
 
7.9%
e 7717
 
7.9%
d 6730
 
6.9%
m 5093
 
5.2%
i 3365
 
3.4%
Uppercase Letter
ValueCountFrequency (%)
D 3365
43.6%
L 3311
42.9%
M 1041
 
13.5%
Decimal Number
ValueCountFrequency (%)
4 4052
69.5%
8 1782
30.5%
Space Separator
ValueCountFrequency (%)
20527
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 741
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 105754
79.6%
Common 27102
 
20.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 19540
18.5%
n 16175
15.3%
s 11715
11.1%
o 9499
9.0%
h 9445
8.9%
a 7717
 
7.3%
e 7717
 
7.3%
d 6730
 
6.4%
m 5093
 
4.8%
D 3365
 
3.2%
Other values (4) 8758
8.3%
Common
ValueCountFrequency (%)
20527
75.7%
4 4052
 
15.0%
8 1782
 
6.6%
- 741
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 132856
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
20527
15.5%
t 19540
14.7%
n 16175
12.2%
s 11715
8.8%
o 9499
7.1%
h 9445
7.1%
a 7717
 
5.8%
e 7717
 
5.8%
d 6730
 
5.1%
m 5093
 
3.8%
Other values (8) 18698
14.1%

BSBGHER
Real number (ℝ)

HIGH CORRELATION 

Distinct34
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.2533044
Minimum4.55208
Maximum13.51543
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:36.543577image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum4.55208
5-th percentile4.55208
Q17.34568
median8.3581
Q39.64761
95-th percentile11.19079
Maximum13.51543
Range8.96335
Interquartile range (IQR)2.30193

Descriptive statistics

Standard deviation1.8999421
Coefficient of variation (CV)0.23020381
Kurtosis-0.24110128
Mean8.2533044
Median Absolute Deviation (MAD)1.28951
Skewness-0.13703524
Sum69806.449
Variance3.6097799
MonotonicityNot monotonic
2023-10-30T21:43:36.833990image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
7.56439 1144
13.5%
6.52207 1055
12.5%
8.3581 1031
12.2%
9.03613 942
11.1%
9.64761 680
8.0%
4.55208 644
7.6%
10.23835 549
6.5%
7.34568 411
 
4.9%
10.84499 395
 
4.7%
8.99877 353
 
4.2%
Other values (24) 1254
14.8%
ValueCountFrequency (%)
4.55208 644
7.6%
4.71815 12
 
0.1%
4.96433 263
 
3.1%
6.01865 38
 
0.4%
6.52207 1055
12.5%
6.72452 15
 
0.2%
7.34568 411
 
4.9%
7.56439 1144
13.5%
7.67458 50
 
0.6%
7.83538 15
 
0.2%
ValueCountFrequency (%)
13.51543 53
 
0.6%
13.30161 11
 
0.1%
12.25657 91
 
1.1%
12.1587 2
 
< 0.1%
12.04797 30
 
0.4%
11.71427 1
 
< 0.1%
11.48712 200
2.4%
11.37866 3
 
< 0.1%
11.19079 79
 
0.9%
10.84499 395
4.7%

BSDGHER
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Few Resources
4718 
Some Resources
3583 
Many Resources
 
157

Length

Max length14
Median length13
Mean length13.442185
Min length13

Characters and Unicode

Total characters113694
Distinct characters16
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome Resources
2nd rowSome Resources
3rd rowSome Resources
4th rowFew Resources
5th rowSome Resources

Common Values

ValueCountFrequency (%)
Few Resources 4718
55.8%
Some Resources 3583
42.4%
Many Resources 157
 
1.9%

Length

2023-10-30T21:43:37.173176image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:37.376128image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
resources 8458
50.0%
few 4718
27.9%
some 3583
21.2%
many 157
 
0.9%

Most occurring characters

ValueCountFrequency (%)
e 25217
22.2%
s 16916
14.9%
o 12041
10.6%
8458
 
7.4%
R 8458
 
7.4%
u 8458
 
7.4%
r 8458
 
7.4%
c 8458
 
7.4%
F 4718
 
4.1%
w 4718
 
4.1%
Other values (6) 7794
 
6.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 88320
77.7%
Uppercase Letter 16916
 
14.9%
Space Separator 8458
 
7.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 25217
28.6%
s 16916
19.2%
o 12041
13.6%
u 8458
 
9.6%
r 8458
 
9.6%
c 8458
 
9.6%
w 4718
 
5.3%
m 3583
 
4.1%
a 157
 
0.2%
n 157
 
0.2%
Uppercase Letter
ValueCountFrequency (%)
R 8458
50.0%
F 4718
27.9%
S 3583
21.2%
M 157
 
0.9%
Space Separator
ValueCountFrequency (%)
8458
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 105236
92.6%
Common 8458
 
7.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 25217
24.0%
s 16916
16.1%
o 12041
11.4%
R 8458
 
8.0%
u 8458
 
8.0%
r 8458
 
8.0%
c 8458
 
8.0%
F 4718
 
4.5%
w 4718
 
4.5%
S 3583
 
3.4%
Other values (5) 4211
 
4.0%
Common
ValueCountFrequency (%)
8458
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 113694
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 25217
22.2%
s 16916
14.9%
o 12041
10.6%
8458
 
7.4%
R 8458
 
7.4%
u 8458
 
7.4%
r 8458
 
7.4%
c 8458
 
7.4%
F 4718
 
4.1%
w 4718
 
4.1%
Other values (6) 7794
 
6.9%

BSBGSSB
Real number (ℝ)

HIGH CORRELATION 

Distinct96
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.743827
Minimum3.9244
Maximum13.27199
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:37.727240image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum3.9244
5-th percentile7.40784
Q19.40801
median10.70956
Q313.27199
95-th percentile13.27199
Maximum13.27199
Range9.34759
Interquartile range (IQR)3.86398

Descriptive statistics

Standard deviation1.9747031
Coefficient of variation (CV)0.18379885
Kurtosis-0.45903009
Mean10.743827
Median Absolute Deviation (MAD)1.30155
Skewness-0.35359643
Sum90871.288
Variance3.8994522
MonotonicityNot monotonic
2023-10-30T21:43:38.189117image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
13.27199 2118
25.0%
11.62252 1510
17.9%
10.70956 1069
12.6%
10.00496 863
10.2%
9.40801 647
 
7.6%
8.89725 532
 
6.3%
8.46096 356
 
4.2%
8.08091 285
 
3.4%
7.73555 202
 
2.4%
7.40784 157
 
1.9%
Other values (86) 719
 
8.5%
ValueCountFrequency (%)
3.9244 36
0.4%
5.2588 17
 
0.2%
5.90263 32
0.4%
6.21422 2
 
< 0.1%
6.36071 45
0.5%
6.61255 1
 
< 0.1%
6.67714 2
 
< 0.1%
6.69881 3
 
< 0.1%
6.73999 67
0.8%
6.75195 1
 
< 0.1%
ValueCountFrequency (%)
13.27199 2118
25.0%
13.08658 3
 
< 0.1%
13.07474 16
 
0.2%
13.07458 3
 
< 0.1%
13.04885 28
 
0.3%
12.85118 1
 
< 0.1%
12.8496 3
 
< 0.1%
12.81689 2
 
< 0.1%
12.80403 7
 
0.1%
12.73906 8
 
0.1%

BSDGSSB
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
High Sense of School Belonging
4888 
Some Sense of School Belonging
2892 
Little Sense of School Belonging
678 

Length

Max length32
Median length30
Mean length30.160322
Min length30

Characters and Unicode

Total characters255096
Distinct characters17
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome Sense of School Belonging
2nd rowSome Sense of School Belonging
3rd rowHigh Sense of School Belonging
4th rowLittle Sense of School Belonging
5th rowHigh Sense of School Belonging

Common Values

ValueCountFrequency (%)
High Sense of School Belonging 4888
57.8%
Some Sense of School Belonging 2892
34.2%
Little Sense of School Belonging 678
 
8.0%

Length

2023-10-30T21:43:38.669413image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:38.899743image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
sense 8458
20.0%
of 8458
20.0%
school 8458
20.0%
belonging 8458
20.0%
high 4888
11.6%
some 2892
 
6.8%
little 678
 
1.6%

Most occurring characters

ValueCountFrequency (%)
o 36724
14.4%
33832
13.3%
e 28944
11.3%
n 25374
9.9%
g 21804
8.5%
S 19808
7.8%
l 17594
6.9%
i 14024
 
5.5%
h 13346
 
5.2%
s 8458
 
3.3%
Other values (7) 35188
13.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 187432
73.5%
Space Separator 33832
 
13.3%
Uppercase Letter 33832
 
13.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 36724
19.6%
e 28944
15.4%
n 25374
13.5%
g 21804
11.6%
l 17594
9.4%
i 14024
 
7.5%
h 13346
 
7.1%
s 8458
 
4.5%
f 8458
 
4.5%
c 8458
 
4.5%
Other values (2) 4248
 
2.3%
Uppercase Letter
ValueCountFrequency (%)
S 19808
58.5%
B 8458
25.0%
H 4888
 
14.4%
L 678
 
2.0%
Space Separator
ValueCountFrequency (%)
33832
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 221264
86.7%
Common 33832
 
13.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 36724
16.6%
e 28944
13.1%
n 25374
11.5%
g 21804
9.9%
S 19808
9.0%
l 17594
8.0%
i 14024
 
6.3%
h 13346
 
6.0%
s 8458
 
3.8%
B 8458
 
3.8%
Other values (6) 26730
12.1%
Common
ValueCountFrequency (%)
33832
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 255096
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o 36724
14.4%
33832
13.3%
e 28944
11.3%
n 25374
9.9%
g 21804
8.5%
S 19808
7.8%
l 17594
6.9%
i 14024
 
5.5%
h 13346
 
5.2%
s 8458
 
3.3%
Other values (7) 35188
13.8%

BSBGSB
Real number (ℝ)

HIGH CORRELATION 

Distinct692
Distinct (%)8.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.3472494
Minimum1.95344
Maximum12.93734
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:39.150576image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum1.95344
5-th percentile6.7952695
Q18.09367
median9.05015
Q310.41803
95-th percentile12.93734
Maximum12.93734
Range10.9839
Interquartile range (IQR)2.32436

Descriptive statistics

Standard deviation1.8445272
Coefficient of variation (CV)0.19733368
Kurtosis0.11460228
Mean9.3472494
Median Absolute Deviation (MAD)1.0759
Skewness0.42023495
Sum79059.035
Variance3.4022804
MonotonicityNot monotonic
2023-10-30T21:43:39.523986image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
12.93734 1038
 
12.3%
9.92809 625
 
7.4%
11.18784 564
 
6.7%
10.41803 530
 
6.3%
9.56975 473
 
5.6%
9.05015 439
 
5.2%
9.28593 417
 
4.9%
8.66719 346
 
4.1%
8.84686 319
 
3.8%
8.50552 297
 
3.5%
Other values (682) 3410
40.3%
ValueCountFrequency (%)
1.95344 14
0.2%
2.01965 1
 
< 0.1%
2.0843 1
 
< 0.1%
2.52198 1
 
< 0.1%
3.3211 1
 
< 0.1%
3.57732 1
 
< 0.1%
3.67289 1
 
< 0.1%
4.25794 3
 
< 0.1%
4.68054 5
 
0.1%
4.75687 1
 
< 0.1%
ValueCountFrequency (%)
12.93734 1038
12.3%
12.88979 1
 
< 0.1%
12.88569 1
 
< 0.1%
12.87445 4
 
< 0.1%
12.87326 4
 
< 0.1%
12.86503 1
 
< 0.1%
12.85595 1
 
< 0.1%
12.85123 1
 
< 0.1%
12.82767 3
 
< 0.1%
12.81597 2
 
< 0.1%

BSDGSB
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Never or Almost Never
4838 
About Monthly
2868 
About Weekly
752 

Length

Max length21
Median length21
Mean length17.487113
Min length12

Characters and Unicode

Total characters147906
Distinct characters19
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAbout Monthly
2nd rowAbout Monthly
3rd rowAbout Monthly
4th rowNever or Almost Never
5th rowNever or Almost Never

Common Values

ValueCountFrequency (%)
Never or Almost Never 4838
57.2%
About Monthly 2868
33.9%
About Weekly 752
 
8.9%

Length

2023-10-30T21:43:39.886718image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:40.192399image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 9676
36.4%
or 4838
18.2%
almost 4838
18.2%
about 3620
 
13.6%
monthly 2868
 
10.8%
weekly 752
 
2.8%

Most occurring characters

ValueCountFrequency (%)
e 20856
14.1%
18134
12.3%
o 16164
10.9%
r 14514
9.8%
t 11326
7.7%
N 9676
 
6.5%
v 9676
 
6.5%
A 8458
 
5.7%
l 8458
 
5.7%
s 4838
 
3.3%
Other values (9) 25806
17.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 108018
73.0%
Uppercase Letter 21754
 
14.7%
Space Separator 18134
 
12.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20856
19.3%
o 16164
15.0%
r 14514
13.4%
t 11326
10.5%
v 9676
9.0%
l 8458
7.8%
s 4838
 
4.5%
m 4838
 
4.5%
b 3620
 
3.4%
u 3620
 
3.4%
Other values (4) 10108
9.4%
Uppercase Letter
ValueCountFrequency (%)
N 9676
44.5%
A 8458
38.9%
M 2868
 
13.2%
W 752
 
3.5%
Space Separator
ValueCountFrequency (%)
18134
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 129772
87.7%
Common 18134
 
12.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20856
16.1%
o 16164
12.5%
r 14514
11.2%
t 11326
8.7%
N 9676
7.5%
v 9676
7.5%
A 8458
6.5%
l 8458
6.5%
s 4838
 
3.7%
m 4838
 
3.7%
Other values (8) 20968
16.2%
Common
ValueCountFrequency (%)
18134
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 147906
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20856
14.1%
18134
12.3%
o 16164
10.9%
r 14514
9.8%
t 11326
7.7%
N 9676
 
6.5%
v 9676
 
6.5%
A 8458
 
5.7%
l 8458
 
5.7%
s 4838
 
3.3%
Other values (9) 25806
17.4%

BSBGSLM
Real number (ℝ)

HIGH CORRELATION 

Distinct346
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.789819
Minimum5.09484
Maximum13.84849
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:40.626890image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum5.09484
5-th percentile7.95043
Q19.4964
median10.67004
Q312.15847
95-th percentile13.84849
Maximum13.84849
Range8.75365
Interquartile range (IQR)2.66207

Descriptive statistics

Standard deviation1.8564057
Coefficient of variation (CV)0.1720516
Kurtosis-0.08801931
Mean10.789819
Median Absolute Deviation (MAD)1.17364
Skewness-0.17710554
Sum91260.293
Variance3.4462421
MonotonicityNot monotonic
2023-10-30T21:43:41.222533image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
13.84849 1017
 
12.0%
12.72711 609
 
7.2%
11.75478 515
 
6.1%
12.15847 504
 
6.0%
10.25252 398
 
4.7%
11.42832 370
 
4.4%
10.89898 362
 
4.3%
9.86638 346
 
4.1%
10.67004 336
 
4.0%
10.45644 309
 
3.7%
Other values (336) 3692
43.7%
ValueCountFrequency (%)
5.09484 84
1.0%
5.17807 2
 
< 0.1%
5.18531 1
 
< 0.1%
5.1975 1
 
< 0.1%
5.25444 1
 
< 0.1%
5.35037 1
 
< 0.1%
5.47123 1
 
< 0.1%
6.198 32
 
0.4%
6.29078 1
 
< 0.1%
6.30088 1
 
< 0.1%
ValueCountFrequency (%)
13.84849 1017
12.0%
13.79684 9
 
0.1%
13.78205 18
 
0.2%
13.77262 5
 
0.1%
13.77156 2
 
< 0.1%
13.75633 1
 
< 0.1%
13.75154 12
 
0.1%
13.73103 8
 
0.1%
13.71585 1
 
< 0.1%
13.70073 1
 
< 0.1%

BSDGSLM
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Somewhat Like Learning Mathematics
3350 
Very Much Like Learning Mathematics
3252 
Do Not Like Learning Mathematics
1856 

Length

Max length35
Median length34
Mean length33.945614
Min length32

Characters and Unicode

Total characters287112
Distinct characters23
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSomewhat Like Learning Mathematics
2nd rowVery Much Like Learning Mathematics
3rd rowVery Much Like Learning Mathematics
4th rowVery Much Like Learning Mathematics
5th rowSomewhat Like Learning Mathematics

Common Values

ValueCountFrequency (%)
Somewhat Like Learning Mathematics 3350
39.6%
Very Much Like Learning Mathematics 3252
38.4%
Do Not Like Learning Mathematics 1856
21.9%

Length

2023-10-30T21:43:41.833540image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:42.136066image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
like 8458
21.7%
learning 8458
21.7%
mathematics 8458
21.7%
somewhat 3350
 
8.6%
very 3252
 
8.4%
much 3252
 
8.4%
do 1856
 
4.8%
not 1856
 
4.8%

Most occurring characters

ValueCountFrequency (%)
e 31976
11.1%
30482
10.6%
a 28724
 
10.0%
i 25374
 
8.8%
t 22122
 
7.7%
L 16916
 
5.9%
n 16916
 
5.9%
h 15060
 
5.2%
m 11808
 
4.1%
c 11710
 
4.1%
Other values (13) 76024
26.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 217690
75.8%
Uppercase Letter 38940
 
13.6%
Space Separator 30482
 
10.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 31976
14.7%
a 28724
13.2%
i 25374
11.7%
t 22122
10.2%
n 16916
7.8%
h 15060
6.9%
m 11808
 
5.4%
c 11710
 
5.4%
r 11710
 
5.4%
k 8458
 
3.9%
Other values (6) 33832
15.5%
Uppercase Letter
ValueCountFrequency (%)
L 16916
43.4%
M 11710
30.1%
S 3350
 
8.6%
V 3252
 
8.4%
D 1856
 
4.8%
N 1856
 
4.8%
Space Separator
ValueCountFrequency (%)
30482
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 256630
89.4%
Common 30482
 
10.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 31976
12.5%
a 28724
11.2%
i 25374
 
9.9%
t 22122
 
8.6%
L 16916
 
6.6%
n 16916
 
6.6%
h 15060
 
5.9%
m 11808
 
4.6%
c 11710
 
4.6%
r 11710
 
4.6%
Other values (12) 64314
25.1%
Common
ValueCountFrequency (%)
30482
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 287112
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 31976
11.1%
30482
10.6%
a 28724
 
10.0%
i 25374
 
8.8%
t 22122
 
7.7%
L 16916
 
5.9%
n 16916
 
5.9%
h 15060
 
5.2%
m 11808
 
4.1%
c 11710
 
4.1%
Other values (13) 76024
26.5%

BSBGICM
Real number (ℝ)

HIGH CORRELATION 

Distinct191
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.089449
Minimum3.69568
Maximum13.01885
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:42.607672image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum3.69568
5-th percentile6.55198
Q18.82274
median10.38389
Q311.65115
95-th percentile13.01885
Maximum13.01885
Range9.32317
Interquartile range (IQR)2.82841

Descriptive statistics

Standard deviation2.0318038
Coefficient of variation (CV)0.20137906
Kurtosis0.096145607
Mean10.089449
Median Absolute Deviation (MAD)1.26726
Skewness-0.49402283
Sum85336.564
Variance4.1282267
MonotonicityNot monotonic
2023-10-30T21:43:43.049412image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
13.01885 1323
15.6%
11.65115 1114
13.2%
10.92487 915
10.8%
10.38389 865
10.2%
9.92675 556
 
6.6%
9.52219 461
 
5.5%
8.82274 435
 
5.1%
9.15605 424
 
5.0%
8.51896 267
 
3.2%
7.98224 225
 
2.7%
Other values (181) 1873
22.1%
ValueCountFrequency (%)
3.69568 105
1.2%
3.84076 2
 
< 0.1%
3.85152 1
 
< 0.1%
4.04213 1
 
< 0.1%
4.93373 33
 
0.4%
5.0813 1
 
< 0.1%
5.10138 1
 
< 0.1%
5.11699 1
 
< 0.1%
5.53064 55
0.7%
5.68069 2
 
< 0.1%
ValueCountFrequency (%)
13.01885 1323
15.6%
12.95088 2
 
< 0.1%
12.92574 3
 
< 0.1%
12.89457 2
 
< 0.1%
12.87085 2
 
< 0.1%
12.81313 2
 
< 0.1%
12.76844 20
 
0.2%
12.75631 8
 
0.1%
12.73238 1
 
< 0.1%
12.70169 1
 
< 0.1%

BSDGICM
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
High Clarity of Instruction
4413 
Moderate Clarity of Instruction
2862 
Low Clarity of Instruction
1183 

Length

Max length31
Median length27
Mean length28.213644
Min length26

Characters and Unicode

Total characters238631
Distinct characters23
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowHigh Clarity of Instruction
2nd rowHigh Clarity of Instruction
3rd rowHigh Clarity of Instruction
4th rowHigh Clarity of Instruction
5th rowHigh Clarity of Instruction

Common Values

ValueCountFrequency (%)
High Clarity of Instruction 4413
52.2%
Moderate Clarity of Instruction 2862
33.8%
Low Clarity of Instruction 1183
 
14.0%

Length

2023-10-30T21:43:43.355497image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:43.777638image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
clarity 8458
25.0%
of 8458
25.0%
instruction 8458
25.0%
high 4413
13.0%
moderate 2862
 
8.5%
low 1183
 
3.5%

Most occurring characters

ValueCountFrequency (%)
t 28236
11.8%
25374
 
10.6%
i 21329
 
8.9%
o 20961
 
8.8%
r 19778
 
8.3%
n 16916
 
7.1%
a 11320
 
4.7%
u 8458
 
3.5%
c 8458
 
3.5%
C 8458
 
3.5%
Other values (13) 69343
29.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 187883
78.7%
Space Separator 25374
 
10.6%
Uppercase Letter 25374
 
10.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 28236
15.0%
i 21329
11.4%
o 20961
11.2%
r 19778
10.5%
n 16916
9.0%
a 11320
 
6.0%
u 8458
 
4.5%
c 8458
 
4.5%
l 8458
 
4.5%
y 8458
 
4.5%
Other values (7) 35511
18.9%
Uppercase Letter
ValueCountFrequency (%)
C 8458
33.3%
I 8458
33.3%
H 4413
17.4%
M 2862
 
11.3%
L 1183
 
4.7%
Space Separator
ValueCountFrequency (%)
25374
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 213257
89.4%
Common 25374
 
10.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 28236
13.2%
i 21329
 
10.0%
o 20961
 
9.8%
r 19778
 
9.3%
n 16916
 
7.9%
a 11320
 
5.3%
u 8458
 
4.0%
c 8458
 
4.0%
C 8458
 
4.0%
l 8458
 
4.0%
Other values (12) 60885
28.6%
Common
ValueCountFrequency (%)
25374
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 238631
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 28236
11.8%
25374
 
10.6%
i 21329
 
8.9%
o 20961
 
8.8%
r 19778
 
8.3%
n 16916
 
7.1%
a 11320
 
4.7%
u 8458
 
3.5%
c 8458
 
3.5%
C 8458
 
3.5%
Other values (13) 69343
29.1%

BSBGDML
Real number (ℝ)

HIGH CORRELATION 

Distinct174
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.5253974
Minimum5.56633
Maximum14.67371
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:44.220786image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum5.56633
5-th percentile6.82234
Q18.44435
median9.45061
Q310.31153
95-th percentile12.25252
Maximum14.67371
Range9.10738
Interquartile range (IQR)1.86718

Descriptive statistics

Standard deviation1.7320117
Coefficient of variation (CV)0.18183091
Kurtosis1.1451186
Mean9.5253974
Median Absolute Deviation (MAD)0.86092
Skewness0.4377595
Sum80565.811
Variance2.9998646
MonotonicityNot monotonic
2023-10-30T21:43:44.675624image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
9.45061 595
 
7.0%
10.31153 582
 
6.9%
8.70559 574
 
6.8%
9.19981 567
 
6.7%
9.71101 544
 
6.4%
9.99445 533
 
6.3%
8.95449 506
 
6.0%
10.67499 460
 
5.4%
8.44435 434
 
5.1%
11.10343 431
 
5.1%
Other values (164) 3232
38.2%
ValueCountFrequency (%)
5.56633 302
3.6%
5.67753 3
 
< 0.1%
5.75898 1
 
< 0.1%
5.7824 2
 
< 0.1%
5.88745 2
 
< 0.1%
5.94986 4
 
< 0.1%
6.01317 2
 
< 0.1%
6.0324 1
 
< 0.1%
6.16833 1
 
< 0.1%
6.82234 236
2.8%
ValueCountFrequency (%)
14.67371 215
2.5%
14.59541 2
 
< 0.1%
14.56149 2
 
< 0.1%
14.53649 5
 
0.1%
14.45875 1
 
< 0.1%
14.33486 2
 
< 0.1%
14.14597 1
 
< 0.1%
13.92059 1
 
< 0.1%
13.85896 1
 
< 0.1%
13.54932 1
 
< 0.1%

BSDGDML
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Some Lessons
6152 
Most Lessons
1283 
Few or No Lessons
1023 

Length

Max length17
Median length12
Mean length12.604753
Min length12

Characters and Unicode

Total characters106611
Distinct characters14
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome Lessons
2nd rowSome Lessons
3rd rowSome Lessons
4th rowFew or No Lessons
5th rowSome Lessons

Common Values

ValueCountFrequency (%)
Some Lessons 6152
72.7%
Most Lessons 1283
 
15.2%
Few or No Lessons 1023
 
12.1%

Length

2023-10-30T21:43:45.469789image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:46.074532image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
lessons 8458
44.6%
some 6152
32.4%
most 1283
 
6.8%
few 1023
 
5.4%
or 1023
 
5.4%
no 1023
 
5.4%

Most occurring characters

ValueCountFrequency (%)
s 26657
25.0%
o 17939
16.8%
e 15633
14.7%
10504
 
9.9%
L 8458
 
7.9%
n 8458
 
7.9%
S 6152
 
5.8%
m 6152
 
5.8%
M 1283
 
1.2%
t 1283
 
1.2%
Other values (4) 4092
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78168
73.3%
Uppercase Letter 17939
 
16.8%
Space Separator 10504
 
9.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 26657
34.1%
o 17939
22.9%
e 15633
20.0%
n 8458
 
10.8%
m 6152
 
7.9%
t 1283
 
1.6%
w 1023
 
1.3%
r 1023
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
L 8458
47.1%
S 6152
34.3%
M 1283
 
7.2%
F 1023
 
5.7%
N 1023
 
5.7%
Space Separator
ValueCountFrequency (%)
10504
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 96107
90.1%
Common 10504
 
9.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 26657
27.7%
o 17939
18.7%
e 15633
16.3%
L 8458
 
8.8%
n 8458
 
8.8%
S 6152
 
6.4%
m 6152
 
6.4%
M 1283
 
1.3%
t 1283
 
1.3%
F 1023
 
1.1%
Other values (3) 3069
 
3.2%
Common
ValueCountFrequency (%)
10504
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 106611
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 26657
25.0%
o 17939
16.8%
e 15633
14.7%
10504
 
9.9%
L 8458
 
7.9%
n 8458
 
7.9%
S 6152
 
5.8%
m 6152
 
5.8%
M 1283
 
1.2%
t 1283
 
1.2%
Other values (4) 4092
 
3.8%

BSBGSCM
Real number (ℝ)

HIGH CORRELATION 

Distinct360
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.201532
Minimum3.27793
Maximum15.85188
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:46.757268image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum3.27793
5-th percentile7.678
Q19.22591
median9.89515
Q311.12082
95-th percentile14.06165
Maximum15.85188
Range12.57395
Interquartile range (IQR)1.89491

Descriptive statistics

Standard deviation1.8352866
Coefficient of variation (CV)0.17990303
Kurtosis2.0851342
Mean10.201532
Median Absolute Deviation (MAD)0.89779
Skewness0.61082415
Sum86284.561
Variance3.3682769
MonotonicityNot monotonic
2023-10-30T21:43:47.609397image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
9.45004 602
 
7.1%
9.89515 558
 
6.6%
9.22591 541
 
6.4%
9.6723 524
 
6.2%
10.12116 466
 
5.5%
8.99736 409
 
4.8%
10.35323 395
 
4.7%
10.59469 343
 
4.1%
10.84951 304
 
3.6%
11.12082 292
 
3.5%
Other values (350) 4024
47.6%
ValueCountFrequency (%)
3.27793 37
0.4%
3.37904 1
 
< 0.1%
3.45018 2
 
< 0.1%
3.4664 1
 
< 0.1%
3.59071 1
 
< 0.1%
3.96252 1
 
< 0.1%
5.04751 20
0.2%
5.09313 1
 
< 0.1%
5.16256 1
 
< 0.1%
5.24154 1
 
< 0.1%
ValueCountFrequency (%)
15.85188 221
2.6%
15.72129 1
 
< 0.1%
15.70738 2
 
< 0.1%
15.69557 3
 
< 0.1%
15.66433 2
 
< 0.1%
15.63895 3
 
< 0.1%
15.51422 2
 
< 0.1%
15.50955 1
 
< 0.1%
15.49084 5
 
0.1%
14.44041 1
 
< 0.1%

BSDGSCM
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Somewhat Confident in Mathematics
3953 
Not Confident in Mathematics
3253 
Very Confident in Mathematics
1252 

Length

Max length33
Median length29
Mean length30.484866
Min length28

Characters and Unicode

Total characters257841
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSomewhat Confident in Mathematics
2nd rowVery Confident in Mathematics
3rd rowSomewhat Confident in Mathematics
4th rowSomewhat Confident in Mathematics
5th rowSomewhat Confident in Mathematics

Common Values

ValueCountFrequency (%)
Somewhat Confident in Mathematics 3953
46.7%
Not Confident in Mathematics 3253
38.5%
Very Confident in Mathematics 1252
 
14.8%

Length

2023-10-30T21:43:48.383206image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:48.773760image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
confident 8458
25.0%
in 8458
25.0%
mathematics 8458
25.0%
somewhat 3953
11.7%
not 3253
 
9.6%
very 1252
 
3.7%

Most occurring characters

ValueCountFrequency (%)
t 32580
12.6%
n 25374
9.8%
25374
9.8%
i 25374
9.8%
e 22121
 
8.6%
a 20869
 
8.1%
o 15664
 
6.1%
m 12411
 
4.8%
h 12411
 
4.8%
c 8458
 
3.3%
Other values (11) 57205
22.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 207093
80.3%
Space Separator 25374
 
9.8%
Uppercase Letter 25374
 
9.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 32580
15.7%
n 25374
12.3%
i 25374
12.3%
e 22121
10.7%
a 20869
10.1%
o 15664
7.6%
m 12411
 
6.0%
h 12411
 
6.0%
c 8458
 
4.1%
s 8458
 
4.1%
Other values (5) 23373
11.3%
Uppercase Letter
ValueCountFrequency (%)
C 8458
33.3%
M 8458
33.3%
S 3953
15.6%
N 3253
 
12.8%
V 1252
 
4.9%
Space Separator
ValueCountFrequency (%)
25374
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 232467
90.2%
Common 25374
 
9.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 32580
14.0%
n 25374
10.9%
i 25374
10.9%
e 22121
9.5%
a 20869
9.0%
o 15664
 
6.7%
m 12411
 
5.3%
h 12411
 
5.3%
c 8458
 
3.6%
s 8458
 
3.6%
Other values (10) 48747
21.0%
Common
ValueCountFrequency (%)
25374
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 257841
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 32580
12.6%
n 25374
9.8%
25374
9.8%
i 25374
9.8%
e 22121
 
8.6%
a 20869
 
8.1%
o 15664
 
6.1%
m 12411
 
4.8%
h 12411
 
4.8%
c 8458
 
3.3%
Other values (11) 57205
22.2%

BSBGSVM
Real number (ℝ)

HIGH CORRELATION 

Distinct223
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.67044
Minimum3.03682
Maximum13.48293
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:49.476726image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum3.03682
5-th percentile7.30474
Q19.08085
median10.77308
Q312.04145
95-th percentile13.48293
Maximum13.48293
Range10.44611
Interquartile range (IQR)2.9606

Descriptive statistics

Standard deviation2.1325966
Coefficient of variation (CV)0.19986022
Kurtosis0.16177579
Mean10.67044
Median Absolute Deviation (MAD)1.41632
Skewness-0.47293143
Sum90250.584
Variance4.5479681
MonotonicityNot monotonic
2023-10-30T21:43:50.088877image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
13.48293 1892
22.4%
12.04145 961
11.4%
10.77308 728
 
8.6%
11.3019 709
 
8.4%
10.34734 501
 
5.9%
9.98068 429
 
5.1%
9.65438 376
 
4.4%
8.82228 308
 
3.6%
9.35676 306
 
3.6%
9.08085 278
 
3.3%
Other values (213) 1970
23.3%
ValueCountFrequency (%)
3.03682 66
0.8%
3.15069 1
 
< 0.1%
3.17269 1
 
< 0.1%
3.46479 1
 
< 0.1%
4.34723 14
 
0.2%
4.96949 11
 
0.1%
5.39638 23
 
0.3%
5.72855 22
 
0.3%
5.88944 1
 
< 0.1%
5.91584 1
 
< 0.1%
ValueCountFrequency (%)
13.48293 1892
22.4%
13.42888 5
 
0.1%
13.42717 1
 
< 0.1%
13.41393 2
 
< 0.1%
13.39709 2
 
< 0.1%
13.39609 2
 
< 0.1%
13.38548 1
 
< 0.1%
13.37089 2
 
< 0.1%
13.3554 2
 
< 0.1%
13.27989 2
 
< 0.1%

BSDGSVM
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size8.5 KiB
Strongly Value Mathematics
5011 
Somewhat Value Mathematics
2733 
Do Not Value Mathematics
714 

Length

Max length26
Median length26
Mean length25.831166
Min length24

Characters and Unicode

Total characters218480
Distinct characters22
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowStrongly Value Mathematics
2nd rowStrongly Value Mathematics
3rd rowStrongly Value Mathematics
4th rowStrongly Value Mathematics
5th rowStrongly Value Mathematics

Common Values

ValueCountFrequency (%)
Strongly Value Mathematics 5011
59.2%
Somewhat Value Mathematics 2733
32.3%
Do Not Value Mathematics 714
 
8.4%

Length

2023-10-30T21:43:50.555958image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-30T21:43:51.084143image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
value 8458
32.4%
mathematics 8458
32.4%
strongly 5011
19.2%
somewhat 2733
 
10.5%
do 714
 
2.7%
not 714
 
2.7%

Most occurring characters

ValueCountFrequency (%)
a 28107
12.9%
t 25374
 
11.6%
e 19649
 
9.0%
17630
 
8.1%
l 13469
 
6.2%
h 11191
 
5.1%
m 11191
 
5.1%
o 9172
 
4.2%
u 8458
 
3.9%
s 8458
 
3.9%
Other values (12) 65781
30.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 174762
80.0%
Uppercase Letter 26088
 
11.9%
Space Separator 17630
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a 28107
16.1%
t 25374
14.5%
e 19649
11.2%
l 13469
7.7%
h 11191
 
6.4%
m 11191
 
6.4%
o 9172
 
5.2%
u 8458
 
4.8%
s 8458
 
4.8%
c 8458
 
4.8%
Other values (6) 31235
17.9%
Uppercase Letter
ValueCountFrequency (%)
V 8458
32.4%
M 8458
32.4%
S 7744
29.7%
D 714
 
2.7%
N 714
 
2.7%
Space Separator
ValueCountFrequency (%)
17630
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 200850
91.9%
Common 17630
 
8.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
a 28107
14.0%
t 25374
12.6%
e 19649
 
9.8%
l 13469
 
6.7%
h 11191
 
5.6%
m 11191
 
5.6%
o 9172
 
4.6%
u 8458
 
4.2%
s 8458
 
4.2%
c 8458
 
4.2%
Other values (11) 57323
28.5%
Common
ValueCountFrequency (%)
17630
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 218480
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a 28107
12.9%
t 25374
 
11.6%
e 19649
 
9.0%
17630
 
8.1%
l 13469
 
6.2%
h 11191
 
5.1%
m 11191
 
5.1%
o 9172
 
4.2%
u 8458
 
3.9%
s 8458
 
3.9%
Other values (12) 65781
30.1%

mean_PV
Real number (ℝ)

UNIQUE 

Distinct8458
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean385.32856
Minimum194.20948
Maximum649.18277
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-30T21:43:51.609673image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum194.20948
5-th percentile292.7168
Q1341.44479
median379.91698
Q3423.39083
95-th percentile496.33308
Maximum649.18277
Range454.97329
Interquartile range (IQR)81.94604

Descriptive statistics

Standard deviation62.364477
Coefficient of variation (CV)0.16184753
Kurtosis0.3122859
Mean385.32856
Median Absolute Deviation (MAD)40.708811
Skewness0.47286644
Sum3259109
Variance3889.328
MonotonicityNot monotonic
2023-10-30T21:43:52.089650image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
410.811348 1
 
< 0.1%
356.831672 1
 
< 0.1%
348.492938 1
 
< 0.1%
430.841562 1
 
< 0.1%
285.881054 1
 
< 0.1%
334.749592 1
 
< 0.1%
261.754072 1
 
< 0.1%
281.440496 1
 
< 0.1%
310.344054 1
 
< 0.1%
317.961314 1
 
< 0.1%
Other values (8448) 8448
99.9%
ValueCountFrequency (%)
194.209476 1
< 0.1%
208.272494 1
< 0.1%
212.617408 1
< 0.1%
215.104184 1
< 0.1%
220.169412 1
< 0.1%
221.273098 1
< 0.1%
222.531146 1
< 0.1%
227.833464 1
< 0.1%
229.163278 1
< 0.1%
229.483684 1
< 0.1%
ValueCountFrequency (%)
649.182768 1
< 0.1%
633.955688 1
< 0.1%
633.577474 1
< 0.1%
628.041948 1
< 0.1%
627.092576 1
< 0.1%
620.20356 1
< 0.1%
614.992942 1
< 0.1%
614.649422 1
< 0.1%
611.9565 1
< 0.1%
607.690198 1
< 0.1%

Interactions

2023-10-30T21:42:15.982901image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:51.577464image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:54.243357image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:56.831375image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:00.081641image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:02.825668image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:05.685185image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:08.867680image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:13.071886image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:16.316242image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:51.850243image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:54.541909image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:57.195633image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:00.369651image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:03.136258image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:06.019604image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:09.255699image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:13.339146image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:16.721590image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:52.147836image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:54.808249image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:57.529197image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:00.664430image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:03.413657image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:06.422104image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:09.683755image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:13.644065image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:17.015484image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:52.400143image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:55.083593image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:57.935640image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:00.961245image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:03.677783image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:06.879096image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:10.183389image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:14.005109image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:17.313063image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:52.686497image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:55.375762image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:58.251005image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:01.235026image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:03.963957image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:07.265828image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:10.565496image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:14.357464image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:17.642781image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:52.984906image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:55.660273image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:58.593753image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:01.528677image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:04.246034image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:07.582002image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:11.010541image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:14.706059image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:17.942200image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:53.278024image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:55.962377image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:58.968089image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:01.838624image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:04.535697image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:07.878312image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:11.972785image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:15.004901image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:18.337851image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:53.579136image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:56.196760image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:59.466100image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:02.177928image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:04.979629image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:08.232497image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:12.418254image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:15.352444image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:18.684869image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:53.926719image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:56.465976image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:41:59.792035image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:02.496716image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:05.301407image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:08.538613image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:12.784187image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
2023-10-30T21:42:15.713811image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Correlations

2023-10-30T21:43:52.608623image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
BSBGHERBSBGSSBBSBGSBBSBGSLMBSBGICMBSBGDMLBSBGSCMBSBGSVMmean_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
BSBGHER1.000-0.0290.0020.0630.047-0.0060.0930.1070.1810.0740.5290.3870.3400.4470.5400.2180.3410.0510.2240.2970.3190.2880.0990.0370.2080.1280.1250.0890.1900.1750.0390.0250.0080.0200.0270.0320.0360.0100.0070.0260.0250.0000.0300.0290.0000.0000.0220.0000.0290.0800.0480.0240.0230.0260.0400.0380.0560.0370.0620.0660.0340.0000.0220.0260.0340.0130.0000.0150.0300.0170.0230.0290.0620.0580.0520.0640.0390.0780.0780.0550.0470.0280.0390.0490.0300.0520.0610.0610.0790.0490.0220.0150.0540.0400.0180.0100.0560.0360.9160.0290.0170.0570.0360.0450.0830.066
BSBGSSB-0.0291.0000.2340.3690.4290.1400.2390.333-0.0120.1710.0490.0190.0730.0100.0370.0710.0470.0360.0410.0440.0220.0240.0840.0950.1110.0460.0700.0660.1570.1310.5140.5000.5270.4480.5600.0790.0960.0770.0650.0980.0850.0770.0900.0890.0700.0780.0920.0790.0950.1550.2030.1240.1490.2220.2050.1980.1800.2210.1760.1770.2020.2280.2120.2160.2140.1970.0830.0930.1130.0760.0780.0570.1580.0780.0660.1660.1120.1090.1390.0680.1220.1810.1730.1740.1720.1520.1580.1630.1360.1860.0450.0450.0470.0120.0450.0460.0330.0270.0410.9200.1430.2580.3070.1110.1540.234
BSBGSB0.0020.2341.0000.1560.1510.2780.1650.1330.1130.1290.0190.0280.0510.0250.0200.0330.0140.0540.0400.0000.0280.0230.0600.0750.0310.0460.0260.0830.0270.0120.0660.1100.0930.1080.0920.3550.3970.3510.3540.3750.3720.3590.3350.3880.3840.3860.3820.3650.3900.0510.0550.0960.0740.0680.0660.0620.0730.0840.0760.0470.0450.0830.0750.0640.0690.0690.1350.1310.1250.1140.1250.0790.0430.0760.0590.0610.0910.0610.0460.0600.0950.0440.0580.0430.0360.0440.0490.0490.0420.0500.0210.0290.0500.0410.0200.0290.0530.0470.0200.1390.8450.1000.0960.1790.1150.083
BSBGSLM0.0630.3690.1561.0000.5670.1390.7000.5790.3040.0510.0590.0380.1180.0410.0270.0670.0480.0300.0310.0300.0230.0280.0990.1000.0910.0470.0550.0510.1720.1840.2090.1510.1610.1620.1730.0470.0590.0600.0560.0530.0600.0500.0570.0540.0430.0370.0550.0480.0630.2940.5960.4220.4870.5330.6640.5240.5380.6310.6100.2440.2890.2930.2860.2670.2780.2480.0950.0950.1090.0890.0820.0660.3960.2600.2430.4420.2490.3400.3390.2850.2860.3140.2910.2600.2520.3390.2830.2640.1980.3020.0830.0970.0910.0390.0790.1000.0910.0410.0420.2550.0980.9850.4010.1190.4830.399
BSBGICM0.0470.4290.1510.5671.0000.1570.4350.4710.1320.0500.0400.0490.1140.0440.0470.0390.0500.0000.0490.0490.0270.0240.0730.0760.0720.0680.0700.0870.1410.1450.1930.1720.1900.2270.1980.0520.0660.0650.0520.0590.0550.0620.0630.0670.0490.0550.0580.0590.0750.1970.3180.1920.2160.3290.3270.2830.2690.3510.3070.4540.5260.5870.5860.6020.5410.5430.1060.1120.1350.1020.0930.1050.2760.1520.1430.3110.1560.2140.2760.1460.1810.2770.2450.2240.2130.2350.2350.2180.1860.2430.1280.1060.0660.0420.1250.1010.0670.0390.0530.2990.0970.4080.9280.1300.2970.335
BSBGDML-0.0060.1400.2780.1390.1571.0000.2000.0520.0820.0600.0170.0490.0540.0400.0490.0350.0350.0140.0230.0370.0170.0250.0360.0360.0170.0290.0250.0270.0460.0400.0630.0780.0750.0720.0680.1010.1160.1000.0950.0950.1210.0900.0770.0840.0710.0770.0930.0820.1160.0670.0800.0850.0950.0700.0840.0730.0890.0930.0860.0690.0910.0900.0930.0810.0800.0840.4620.4960.4720.4850.4750.3660.0700.1230.1030.0770.1340.0880.0730.1030.1250.0690.0690.0590.0540.0700.0630.0690.0590.0560.0370.0270.0320.0290.0350.0250.0340.0280.0430.1010.1830.1180.1220.8600.1510.081
BSBGSCM0.0930.2390.1650.7000.4350.2001.0000.4450.3570.0730.0720.0580.1240.0430.0550.0520.0630.0380.0000.0400.0390.0410.1090.0830.0620.0000.0000.0380.1270.1330.1150.0890.1020.1140.0920.0530.0620.0660.0610.0550.0520.0590.0610.0620.0510.0360.0500.0540.0550.2640.3590.2740.3140.3010.3780.2830.3280.3630.3930.1860.2200.2120.1920.1750.1830.1700.0970.1110.1260.0940.0970.0580.3890.4080.3800.4250.3900.3810.3990.4410.4260.2090.1910.1730.1690.2660.2020.1890.1480.2040.0560.0910.0840.0500.0610.0880.0920.0420.0730.1550.1070.4940.2800.1400.9850.285
BSBGSVM0.1070.3330.1330.5790.4710.0520.4451.0000.2460.0650.0680.0680.1320.0530.0450.0400.0490.0350.0230.0610.0390.0380.1250.0960.1080.0310.0690.0480.1810.1750.1970.1420.1790.1480.1650.0510.0410.0600.0480.0470.0390.0580.0610.0670.0610.0540.0560.0570.0550.2230.3320.2150.2280.3290.3390.3080.2880.3200.3190.2250.2260.2340.2170.2380.2580.2190.0830.0810.0860.0640.0660.0880.2920.1670.1590.3140.1420.2440.2580.1590.1810.5090.5120.5480.5540.5060.5430.5410.4470.5520.0740.0640.0740.0330.0700.0680.0760.0360.0680.2410.0830.4050.3300.1030.3010.853
mean_PV0.181-0.0120.1130.3040.1320.0820.3570.2461.0000.0530.1470.1700.1630.0590.1290.0260.1220.1030.0600.0890.1030.1070.1200.0910.0230.0740.0660.1030.0810.0360.0420.0450.0100.0240.0160.0720.0680.0810.0660.0410.0680.0650.0820.0570.0770.0440.0550.0620.0550.2070.1390.1370.1100.0850.1390.0900.1410.1050.1820.0690.0560.0420.0450.0290.0710.0480.0360.0380.0450.0370.0420.0730.1430.1650.1500.1440.0870.1600.1490.1280.1150.0810.0930.0790.0680.0770.1160.1050.1090.1160.0400.0510.1340.1050.0340.0480.1370.1030.1920.0120.0950.1960.0850.0500.2610.149
BSBG010.0740.1710.1290.0510.0500.0600.0730.0650.0531.0000.0460.0090.0360.1200.0250.1450.1330.0990.0230.0370.0520.0370.1760.1710.0470.0100.0260.0900.0670.0270.1690.1280.1160.0700.1380.1260.0750.0150.0440.1160.0600.1090.1110.0740.1220.0950.1650.0500.0680.0710.0440.0300.0180.0200.0350.0000.0840.0000.0370.0290.0180.0360.0250.0440.0560.0520.0760.0570.0490.0420.0560.0650.0520.0380.0130.0490.0250.1430.0470.0360.0100.0310.0590.0870.0600.0530.0270.0210.0520.0710.0280.0630.0870.0800.0270.0640.0710.0870.0100.1600.1240.0150.0430.0100.0440.044
BSBG040.5290.0490.0190.0590.0400.0170.0720.0680.1470.0461.0000.2340.2560.1300.2060.0860.1980.0040.1380.1810.1760.1770.0960.0440.1490.0480.0760.0440.1460.1210.0350.0400.0330.0330.0400.0120.0270.0210.0200.0170.0140.0080.0120.0000.0000.0000.0090.0000.0250.0880.0580.0340.0420.0440.0600.0440.0600.0480.0740.0600.0320.0330.0230.0350.0390.0150.0000.0000.0000.0210.0000.0090.0680.0550.0490.0580.0260.0720.0770.0500.0420.0530.0510.0500.0360.0450.0610.0570.0800.0560.0100.0210.0410.0440.0150.0260.0420.0350.5670.0590.0100.0750.0490.0150.0940.083
BSBG05A0.3870.0190.0280.0380.0490.0490.0580.0680.1700.0090.2341.0000.2040.1450.3790.2370.4330.0130.1350.2390.2540.2490.1320.0350.1930.1180.1160.0590.1760.1560.0440.0150.0160.0000.0400.0410.0340.0230.0640.0480.0160.0350.0390.0000.0250.0190.0120.0290.0130.0690.0250.0150.0180.0000.0080.0230.0400.0000.0360.0260.0000.0340.0340.0520.0370.0360.0280.0270.0210.0070.0360.0280.0420.0420.0440.0300.0290.0640.0620.0340.0390.0260.0220.0290.0290.0240.0510.0490.0900.0450.0100.0210.0390.0260.0280.0000.0450.0420.3140.0310.0330.0210.0430.0380.0530.058
BSBG05B0.3400.0730.0510.1180.1140.0540.1240.1320.1630.0360.2560.2041.0000.2610.1760.1110.2000.0130.1370.1520.2160.2190.1780.0830.1580.0750.1170.0660.1420.1370.0460.0430.0690.0560.0240.0600.0170.0480.0460.0410.0190.0360.0000.0180.0290.0260.0360.0000.0000.1330.0990.0630.0480.0970.0920.1000.1140.0830.1000.0890.0910.0720.0700.0770.0930.0800.0230.0260.0420.0210.0320.0000.1030.0710.0580.1000.0230.1130.1230.0500.0520.0820.0870.0980.0580.0800.0980.0860.1090.1010.0190.0470.0360.0320.0230.0380.0390.0310.2860.0690.0480.1070.1050.0480.1080.113
BSBG05C0.4470.0100.0250.0410.0440.0400.0430.0530.0590.1200.1300.1450.2611.0000.1660.1980.1560.0950.1620.1670.1360.1680.0400.0550.0930.0970.0860.0830.0710.0770.0370.0100.0380.0210.0330.0240.0170.0030.0300.0020.0350.0000.0570.0360.0120.0000.0080.0110.0120.0200.0500.0000.0000.0310.0410.0630.0560.0480.0480.0490.0460.0100.0300.0190.0210.0390.0280.0170.0370.0000.0250.0270.0490.0310.0300.0400.0170.0710.0650.0300.0290.0220.0190.0290.0000.0530.0260.0340.0060.0240.0360.0000.0500.0510.0380.0000.0450.0470.3360.0180.0000.0360.0270.0270.0260.023
BSBG05D0.5400.0370.0200.0270.0470.0490.0550.0450.1290.0250.2060.3790.1760.1661.0000.2440.3180.0220.1420.2490.2410.2440.0970.0320.1820.1160.1170.0680.1500.1440.0570.0000.0190.0020.0560.0450.0420.0000.0430.0500.0320.0240.0590.0100.0000.0250.0000.0230.0140.0630.0260.0360.0190.0000.0030.0380.0350.0300.0440.0450.0330.0080.0000.0100.0240.0410.0000.0310.0250.0180.0350.0000.0370.0470.0400.0390.0240.0620.0500.0320.0360.0000.0000.0000.0000.0300.0470.0350.0510.0330.0120.0400.0330.0000.0180.0390.0320.0000.4280.0330.0000.0210.0190.0360.0420.028
BSBG05E0.2180.0710.0330.0670.0390.0350.0520.0400.0260.1450.0860.2370.1110.1980.2441.0000.2120.0620.1210.1590.0900.1020.0000.1040.1200.1080.1260.0800.1020.1040.0860.0270.0550.0290.0610.0100.0620.0130.0420.0260.0000.0200.1360.0390.0260.0000.0000.0000.0280.0330.0480.0380.0740.0540.0460.0400.0350.0510.0370.0000.0260.0430.0120.0320.0300.0400.0210.0000.0000.0000.0290.0150.0000.0340.0320.0000.0290.0360.0150.0580.0470.0220.0400.0280.0390.0440.0220.0180.0000.0360.0330.0000.0390.0380.0410.0000.0330.0340.1560.0720.0230.0530.0330.0260.0400.035
BSBG05F0.3410.0470.0140.0480.0500.0350.0630.0490.1220.1330.1980.4330.2000.1560.3180.2121.0000.0540.1600.2380.2280.2220.0900.0150.1540.1020.1060.0680.1360.1770.0600.0400.0140.0000.0540.0000.0140.0110.0480.0100.0000.0000.0370.0000.0000.0190.0000.0310.0000.0610.0290.0200.0180.0000.0220.0350.0530.0000.0430.0410.0210.0000.0000.0110.0320.0160.0230.0210.0280.0000.0240.0270.0670.0490.0500.0520.0230.0880.0750.0360.0200.0250.0230.0090.0230.0400.0370.0400.0730.0350.0100.0140.0300.0040.0120.0000.0200.0000.2810.0410.0000.0300.0360.0040.0570.052
BSBG05G0.0510.0360.0540.0300.0000.0140.0380.0350.1030.0990.0040.0130.0130.0950.0220.0620.0541.0000.1280.0520.0450.0440.0750.0820.0240.0310.0260.0790.0000.0190.0480.0120.0190.0290.0170.0210.0300.0400.0320.0400.0170.0530.0700.0380.0500.0120.0290.0340.0000.0380.0230.0580.0320.0050.0110.0000.0000.0000.0000.0330.0150.0000.0000.0160.0310.0000.0160.0000.0000.0000.0000.0310.0180.0460.0480.0120.0250.0350.0090.0230.0370.0000.0330.0130.0270.0180.0160.0400.0290.0380.0000.0150.0390.0420.0120.0260.0580.0430.0110.0290.0540.0270.0030.0040.0290.040
BSBG05H0.2240.0410.0400.0310.0490.0230.0000.0230.0600.0230.1380.1350.1370.1620.1420.1210.1600.1281.0000.2410.1360.1730.0440.0100.0840.1040.0870.0920.0760.0900.0540.0270.0130.0260.0250.0370.0270.0210.0220.0000.0350.0240.0580.0200.0380.0230.0000.0260.0190.0260.0590.0580.0430.0380.0450.0410.0600.0430.0420.0530.0330.0180.0250.0310.0280.0400.0290.0270.0000.0140.0000.0230.0430.0150.0370.0310.0680.0630.0710.0370.0620.0250.0290.0000.0240.0440.0100.0360.0300.0190.0000.0150.0550.0540.0000.0000.0340.0460.1850.0370.0390.0120.0170.0000.0000.005
BSBG05I0.2970.0440.0000.0300.0490.0370.0400.0610.0890.0370.1810.2390.1520.1670.2490.1590.2380.0520.2411.0000.1920.2110.0830.0280.1180.1020.1200.0750.1310.1020.0530.0370.0180.0080.0190.0000.0430.0040.0110.0000.0300.0090.0440.0000.0190.0190.0170.0000.0030.0400.0350.0270.0310.0260.0210.0420.0350.0190.0360.0560.0320.0180.0150.0220.0420.0190.0250.0240.0370.0140.0420.0000.0510.0180.0300.0640.0410.0760.0670.0090.0530.0370.0280.0390.0420.0380.0390.0470.0760.0460.0000.0250.0480.0460.0000.0100.0420.0320.2440.0320.0000.0000.0340.0420.0320.052
BSBG06A0.3190.0220.0280.0230.0270.0170.0390.0390.1030.0520.1760.2540.2160.1360.2410.0900.2280.0450.1360.1921.0000.3680.0960.0340.1240.0580.0720.0490.1020.1020.0360.0290.0330.0280.0300.0270.0230.0120.0160.0140.0120.0340.0350.0200.0440.0130.0250.0160.0310.0590.0290.0310.0320.0180.0250.0300.0410.0240.0510.0520.0230.0000.0250.0220.0300.0180.0210.0200.0200.0000.0160.0350.0440.0400.0390.0520.0260.0560.0560.0310.0380.0250.0360.0280.0190.0380.0450.0490.0760.0370.0290.0110.0500.0350.0260.0070.0520.0350.4700.0320.0420.0470.0380.0340.0600.049
BSBG06B0.2880.0240.0230.0280.0240.0250.0410.0380.1070.0370.1770.2490.2190.1680.2440.1020.2220.0440.1730.2110.3681.0000.0820.0310.1190.0730.0840.0530.0910.1100.0410.0200.0370.0260.0360.0350.0220.0180.0220.0120.0330.0230.0300.0140.0240.0200.0250.0180.0180.0740.0450.0450.0360.0250.0370.0210.0490.0380.0540.0610.0300.0000.0260.0250.0250.0200.0210.0170.0310.0250.0000.0400.0470.0530.0450.0560.0360.0720.0650.0430.0490.0370.0340.0330.0220.0460.0450.0400.0660.0350.0120.0090.0510.0450.0110.0100.0520.0450.4470.0460.0320.0420.0300.0390.0700.055
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BSBG14A0.0320.0790.3550.0470.0520.1010.0530.0510.0720.1260.0120.0410.0600.0240.0450.0100.0000.0210.0370.0000.0270.0350.0510.0730.0160.0330.0000.0540.0290.0120.0590.0640.0600.0500.0551.0000.2290.1720.1690.2030.1430.1500.1760.1590.1360.1490.1770.1560.1620.0190.0270.0580.0420.0390.0300.0390.0370.0500.0370.0390.0320.0480.0470.0500.0510.0450.0850.0780.0700.0680.0740.0570.0290.0520.0420.0270.0470.0290.0260.0360.0540.0430.0470.0320.0280.0350.0370.0280.0310.0290.0300.0090.0310.0290.0330.0000.0120.0310.0170.0780.3730.0530.0530.1020.0620.059
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BSBG14D0.0070.0650.3540.0560.0520.0950.0610.0480.0660.0440.0200.0640.0460.0300.0430.0420.0480.0320.0220.0110.0160.0220.0320.0310.0000.0340.0230.0260.0310.0000.0180.0610.0520.0600.0410.1690.1790.1931.0000.2260.1410.1940.1550.1960.1630.1850.1880.2440.1900.0300.0240.0670.0490.0390.0250.0230.0380.0330.0370.0150.0360.0480.0460.0370.0470.0520.0730.0710.0790.0720.0730.0460.0230.0520.0460.0230.0570.0210.0220.0440.0520.0330.0280.0300.0230.0270.0300.0290.0300.0320.0190.0240.0250.0150.0190.0210.0320.0190.0100.0630.3950.0610.0510.0900.0680.035
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BSBG14F0.0250.0850.3720.0600.0550.1210.0520.0390.0680.0600.0140.0160.0190.0350.0320.0000.0000.0170.0350.0300.0120.0330.0220.0290.0000.0090.0240.0130.0180.0000.0450.0890.0510.0640.0540.1430.1990.1510.1410.1871.0000.1410.1250.1340.1060.1440.1590.1350.2940.0290.0460.0500.0490.0450.0570.0580.0480.0640.0540.0390.0470.0580.0550.0430.0390.0380.0960.1130.0930.0840.0980.0620.0330.0410.0350.0490.0530.0430.0240.0480.0660.0410.0350.0350.0210.0430.0400.0300.0150.0280.0340.0330.0200.0200.0340.0410.0290.0140.0270.0820.3500.0530.0530.1240.0560.034
BSBG14G0.0000.0770.3590.0500.0620.0900.0590.0580.0650.1090.0080.0350.0360.0000.0240.0200.0000.0530.0240.0090.0340.0230.0610.0520.0100.0400.0000.0720.0170.0000.0210.0470.0650.0620.0530.1500.1680.1640.1940.1940.1411.0000.2010.2280.2280.2620.2400.2340.2050.0360.0200.0620.0410.0350.0350.0320.0370.0310.0300.0260.0200.0460.0450.0440.0550.0420.0730.0690.0720.0670.0730.0430.0170.0630.0440.0380.0560.0220.0160.0460.0560.0280.0470.0300.0280.0240.0200.0320.0380.0270.0090.0190.0510.0310.0130.0180.0520.0330.0120.0770.4050.0510.0550.0860.0630.054
BSBG14H0.0300.0900.3350.0570.0630.0770.0610.0610.0820.1110.0120.0390.0000.0570.0590.1360.0370.0700.0580.0440.0350.0300.0590.0630.0220.0930.0580.1090.0000.0360.0470.0650.0680.0640.0650.1760.1860.1740.1550.1610.1250.2011.0000.2660.2240.1880.1930.1940.1850.0380.0330.0630.0660.0440.0410.0240.0410.0470.0470.0380.0360.0490.0520.0470.0560.0440.0700.0610.0680.0530.0620.0510.0160.0480.0440.0380.0610.0290.0320.0450.0580.0320.0510.0400.0460.0340.0360.0420.0460.0520.0230.0290.0500.0420.0200.0320.0420.0370.0170.0950.3740.0620.0570.0790.0640.067
BSBG14I0.0290.0890.3880.0540.0670.0840.0620.0670.0570.0740.0000.0000.0180.0360.0100.0390.0000.0380.0200.0000.0200.0140.0550.0570.0000.0480.0050.0670.0000.0000.0420.0560.0600.0710.0630.1590.2040.1910.1960.2160.1340.2280.2661.0000.2990.2490.2270.2300.2080.0460.0250.0660.0530.0560.0440.0360.0450.0520.0470.0310.0310.0570.0530.0510.0500.0560.0700.0640.0690.0650.0690.0400.0240.0600.0460.0460.0690.0320.0260.0440.0680.0360.0520.0420.0400.0350.0410.0420.0410.0500.0180.0270.0300.0270.0110.0250.0310.0300.0000.0910.4340.0620.0730.0840.0670.065
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BSBG14K0.0000.0780.3860.0370.0550.0770.0360.0540.0440.0950.0000.0190.0260.0000.0250.0000.0190.0120.0230.0190.0130.0200.0490.0370.0220.0220.0070.0390.0000.0100.0330.0630.0610.0600.0580.1490.1630.1420.1850.2060.1440.2620.1880.2490.2611.0000.3030.2290.2230.0260.0210.0610.0420.0470.0360.0280.0270.0340.0330.0400.0220.0480.0460.0470.0450.0460.0630.0600.0600.0550.0630.0340.0180.0380.0250.0360.0500.0230.0210.0290.0470.0230.0410.0390.0300.0370.0360.0350.0280.0420.0280.0270.0320.0180.0290.0140.0370.0140.0000.0790.4090.0490.0520.0760.0440.059
BSBG14L0.0220.0920.3820.0550.0580.0930.0500.0560.0550.1650.0090.0120.0360.0080.0000.0000.0000.0290.0000.0170.0250.0250.0520.0440.0210.0210.0150.0440.0100.0000.0560.0780.0700.0490.0650.1770.1730.1510.1880.2160.1590.2400.1930.2270.2370.3031.0000.2250.2230.0200.0270.0650.0570.0550.0360.0500.0330.0500.0480.0280.0440.0570.0530.0490.0470.0540.0660.0680.0680.0750.0770.0500.0340.0540.0450.0340.0540.0270.0330.0390.0580.0270.0450.0370.0250.0360.0340.0370.0310.0410.0230.0110.0250.0210.0240.0170.0290.0230.0070.0970.4120.0610.0660.0920.0510.065
BSBG14M0.0000.0790.3650.0480.0590.0820.0540.0570.0620.0500.0000.0290.0000.0110.0230.0000.0310.0340.0260.0000.0160.0180.0490.0470.0000.0380.0000.0520.0000.0000.0350.0560.0640.0520.0510.1560.1690.1670.2440.1960.1350.2340.1940.2300.2280.2290.2251.0000.2260.0140.0250.0570.0380.0400.0350.0330.0310.0460.0330.0350.0370.0560.0420.0430.0530.0480.0770.0580.0680.0640.0590.0470.0280.0510.0460.0340.0490.0310.0300.0400.0500.0250.0500.0340.0380.0300.0270.0310.0300.0410.0000.0160.0370.0320.0000.0320.0410.0270.0000.0710.4040.0490.0490.0880.0550.054
BSBG14N0.0290.0950.3900.0630.0750.1160.0550.0550.0550.0680.0250.0130.0000.0120.0140.0280.0000.0000.0190.0030.0310.0180.0450.0500.0150.0300.0000.0470.0240.0000.0420.0810.0640.0660.0670.1620.2120.1750.1900.2090.2940.2050.1850.2080.1820.2230.2230.2261.0000.0310.0380.0560.0650.0510.0520.0540.0510.0630.0470.0440.0500.0580.0530.0520.0520.0520.0930.1070.0770.0760.0910.0640.0340.0560.0420.0500.0700.0340.0340.0510.0750.0330.0440.0510.0280.0450.0440.0360.0250.0390.0290.0310.0290.0260.0310.0260.0290.0300.0000.0830.4190.0620.0630.1190.0610.054
BSBM150.0800.1550.0510.2940.1970.0670.2640.2230.2070.0710.0880.0690.1330.0200.0630.0330.0610.0380.0260.0400.0590.0740.1320.1040.0720.0200.0590.0000.1530.1200.1290.0960.1090.0930.0940.0190.0320.0250.0300.0340.0290.0360.0380.0460.0450.0260.0200.0140.0311.0000.2630.1590.1700.2210.2510.2120.2480.2340.2440.1530.1580.1470.1420.1350.1430.1230.0580.0450.0670.0460.0440.0420.2550.1510.1250.2380.1070.2190.2190.1380.1320.1760.1580.1520.1450.1580.1610.1590.1300.1720.0600.0760.0790.0390.0650.0750.0800.0470.0750.1510.0440.3050.2080.0670.2740.222
BSBM16A0.0480.2030.0550.5960.3180.0800.3590.3320.1390.0440.0580.0250.0990.0500.0260.0480.0290.0230.0590.0350.0290.0450.1090.0900.0730.0390.0380.0460.1660.1580.1880.1280.1420.1470.1500.0270.0260.0370.0240.0300.0460.0200.0330.0250.0000.0210.0270.0250.0380.2631.0000.2830.3440.4140.5310.3680.3750.4960.4670.2230.2590.2550.2570.2310.2420.2140.0830.0700.0810.0620.0510.0640.3670.1990.1890.3800.1880.2610.2950.2170.2300.2800.2490.2190.2100.2860.2320.2260.1670.2590.0820.1080.0750.0310.0780.1070.0810.0230.0400.2130.0570.6360.3430.0710.3610.330
BSBM16B0.0240.1240.0960.4220.1920.0850.2740.2150.1370.0300.0340.0150.0630.0000.0360.0380.0200.0580.0580.0270.0310.0450.0980.0760.0380.0220.0020.0650.0780.0780.1130.0730.0880.0960.0940.0580.0520.0720.0670.0650.0500.0620.0630.0660.0720.0610.0650.0570.0560.1590.2831.0000.3460.2480.3050.2160.2110.2730.2830.1230.1470.1560.1550.1430.1480.1370.0850.0590.0830.0710.0740.0460.1900.1890.1640.2250.1940.1410.1490.1870.2050.1840.1690.1490.1460.1690.1650.1530.1180.1750.0460.0690.0500.0160.0480.0730.0460.0110.0200.1270.1030.4110.2110.0840.2900.228
BSBM16C0.0230.1490.0740.4870.2160.0950.3140.2280.1100.0180.0420.0180.0480.0000.0190.0740.0180.0320.0430.0310.0320.0360.0870.0780.0400.0230.0140.0180.0770.1000.1330.0870.0940.1080.1100.0420.0470.0520.0490.0450.0490.0410.0660.0530.0550.0420.0570.0380.0650.1700.3440.3461.0000.2870.3640.2510.2490.3390.3250.1410.1760.1720.1700.1630.1670.1450.0900.0920.0940.0770.0700.0520.2160.2100.1810.2640.2260.1730.1850.2190.2440.1840.1690.1460.1450.1930.1580.1480.1110.1680.0490.0780.0560.0140.0540.0770.0480.0160.0150.1540.0870.4880.2310.0900.3310.233
BSBM16D0.0260.2220.0680.5330.3290.0700.3010.3290.0850.0200.0440.0000.0970.0310.0000.0540.0000.0050.0380.0260.0180.0250.1030.0880.0980.0590.0680.0610.1510.1670.1900.1450.1560.1510.1700.0390.0490.0410.0390.0400.0450.0350.0440.0560.0360.0470.0550.0400.0510.2210.4140.2480.2871.0000.4630.3700.3370.4170.3930.2130.2530.2650.2630.2600.2530.2280.0810.0650.0800.0630.0680.0700.3100.1490.1460.3280.1710.2240.2450.1740.1930.2800.2670.2310.2210.2630.2380.2280.1780.2650.0840.1040.0700.0360.0820.1080.0550.0290.0270.2370.0730.5440.3500.0630.2980.340
BSBM16E0.0400.2050.0660.6640.3270.0840.3780.3390.1390.0350.0600.0080.0920.0410.0030.0460.0220.0110.0450.0210.0250.0370.1130.0960.0690.0430.0390.0500.1520.1560.1810.1350.1440.1450.1480.0300.0420.0410.0250.0290.0570.0350.0410.0440.0290.0360.0360.0350.0520.2510.5310.3050.3640.4631.0000.4140.4150.5340.5330.2170.2610.2650.2670.2430.2470.2230.0750.0760.0920.0700.0680.0670.3620.2090.1950.3930.2070.2690.2940.2330.2390.2770.2510.2260.2210.2980.2480.2330.1720.2700.0860.1080.0750.0290.0810.1130.0680.0240.0390.2240.0700.6980.3580.0780.3740.355
BSBM16F0.0380.1980.0620.5240.2830.0730.2830.3080.0900.0000.0440.0230.1000.0630.0380.0400.0350.0000.0410.0420.0300.0210.0910.0730.0970.0670.0580.0690.1370.1810.1690.1340.1350.1300.1500.0390.0410.0330.0230.0410.0580.0320.0240.0360.0260.0280.0500.0330.0540.2120.3680.2160.2510.3700.4141.0000.3940.4200.3920.2050.2300.2260.2080.2080.2210.1830.0750.0750.0810.0650.0620.0730.2910.1590.1480.3210.1470.2450.2420.1740.1800.2490.2390.2070.2010.2740.2260.2180.1530.2290.0750.0990.0630.0290.0720.1010.0610.0380.0370.2060.0580.5320.3010.0810.2860.305
BSBM16G0.0560.1800.0730.5380.2690.0890.3280.2880.1410.0840.0600.0400.1140.0560.0350.0350.0530.0000.0600.0350.0410.0490.1000.0800.0820.0420.0460.0630.1420.1710.1520.1200.1320.1230.1240.0370.0300.0440.0380.0390.0480.0370.0410.0450.0300.0270.0330.0310.0510.2480.3750.2110.2490.3370.4150.3941.0000.4220.4030.2110.2240.2120.1950.1890.2070.1750.0850.0810.0830.0580.0680.0580.2890.1760.1580.3330.1670.3700.2750.1810.1820.2210.2050.1890.1880.2640.2050.2020.1540.2170.0760.0830.0540.0210.0690.0880.0610.0210.0540.1910.0680.5360.2880.0870.3330.289
BSBM16H0.0370.2210.0840.6310.3510.0930.3630.3200.1050.0000.0480.0000.0830.0480.0300.0510.0000.0000.0430.0190.0240.0380.0970.0910.0780.0520.0300.0640.1460.1530.1880.1450.1480.1550.1600.0500.0540.0550.0330.0450.0640.0310.0470.0520.0300.0340.0500.0460.0630.2340.4960.2730.3390.4170.5340.4200.4221.0000.5190.2330.2780.2830.2820.2640.2590.2390.0910.0880.0900.0750.0770.0670.3420.1980.1900.3870.2030.2820.3070.2320.2340.2570.2280.2170.2040.3030.2280.2130.1630.2500.0860.1030.0800.0350.0800.1060.0810.0290.0310.2340.0800.6670.3730.0890.3650.331
BSBM16I0.0620.1760.0760.6100.3070.0860.3930.3190.1820.0370.0740.0360.1000.0480.0440.0370.0430.0000.0420.0360.0510.0540.1100.0840.0680.0190.0270.0430.1380.1550.1470.1160.1280.1260.1220.0370.0440.0490.0370.0400.0540.0300.0470.0470.0240.0330.0480.0330.0470.2440.4670.2830.3250.3930.5330.3920.4030.5191.0000.2220.2530.2450.2430.2180.2320.2070.0740.0740.0840.0680.0650.0530.3560.2250.2320.4010.2020.2890.3080.2560.2400.2520.2230.2150.2000.3020.2380.2280.1700.2510.0620.0990.0750.0270.0590.1080.0720.0270.0560.1870.0830.6670.3340.0840.3980.339
BSBM17A0.0660.1770.0470.2440.4540.0690.1860.2250.0690.0290.0600.0260.0890.0490.0450.0000.0410.0330.0530.0560.0520.0610.0780.0600.0830.0640.0760.1010.1110.1280.1300.1200.1350.1410.1260.0390.0390.0360.0150.0250.0390.0260.0380.0310.0330.0400.0280.0350.0440.1530.2230.1230.1410.2130.2170.2050.2110.2330.2221.0000.2840.2390.2040.2270.2260.2000.0910.0720.0770.0630.0600.0700.2370.1190.1190.2220.0970.1880.2330.0970.1240.1830.1700.1570.1500.1780.1760.1670.1360.1640.0750.0860.0570.0330.0770.0810.0470.0260.0630.1780.0340.2630.3910.0570.1920.219
BSBM17B0.0340.2020.0450.2890.5260.0910.2200.2260.0560.0180.0320.0000.0910.0460.0330.0260.0210.0150.0330.0320.0230.0300.0700.0590.0530.0370.0470.0860.1030.1150.1380.1350.1370.1710.1500.0320.0500.0330.0360.0340.0470.0200.0360.0310.0200.0220.0440.0370.0500.1580.2590.1470.1760.2530.2610.2300.2240.2780.2530.2841.0000.3800.3390.3180.2790.2860.0900.0770.1020.0860.0820.0730.2270.1260.1140.2620.1330.1820.2190.1300.1570.1890.1760.1570.1470.1950.1620.1500.1300.1750.0940.0910.0540.0310.0910.0880.0470.0310.0380.2130.0400.3120.5340.0900.2210.231
BSBM17C0.0000.2280.0830.2930.5870.0900.2120.2340.0420.0360.0330.0340.0720.0100.0080.0430.0000.0000.0180.0180.0000.0000.0650.0630.0540.0520.0590.0600.1090.1000.1580.1470.1550.1990.1620.0480.0630.0530.0480.0550.0580.0460.0490.0570.0410.0480.0570.0560.0580.1470.2550.1560.1720.2650.2650.2260.2120.2830.2450.2390.3801.0000.4560.4260.3610.3810.0830.0890.1070.0900.0890.0800.2110.1210.1060.2520.1320.1610.2000.1230.1510.2080.1850.1760.1540.1780.1740.1600.1330.1830.1170.1160.0470.0270.1160.1130.0430.0230.0000.2440.0810.3200.6080.0930.2120.241
BSBM17D0.0220.2120.0750.2860.5860.0930.1920.2170.0450.0250.0230.0340.0700.0300.0000.0120.0000.0000.0250.0150.0250.0260.0490.0620.0400.0360.0430.0430.0920.0830.1440.1380.1360.1790.1570.0470.0550.0490.0460.0460.0550.0450.0520.0530.0440.0460.0530.0420.0530.1420.2570.1550.1700.2630.2670.2080.1950.2820.2430.2040.3390.4561.0000.4600.3910.4150.0900.0950.1040.0810.0780.0840.2070.0930.0970.2400.1240.1400.1920.1070.1340.1950.1740.1600.1540.1630.1580.1550.1270.1830.1210.1060.0500.0300.1190.1070.0430.0230.0000.2220.0760.3150.6150.0910.2000.234
BSBM17E0.0260.2160.0640.2670.6020.0810.1750.2380.0290.0440.0350.0520.0770.0190.0100.0320.0110.0160.0310.0220.0220.0250.0530.0600.0580.0140.0510.0690.1150.0930.1540.1460.1450.1790.1610.0500.0490.0440.0370.0530.0430.0440.0470.0510.0370.0470.0490.0430.0520.1350.2310.1430.1630.2600.2430.2080.1890.2640.2180.2270.3180.4260.4601.0000.4200.4510.0820.0890.1050.0760.0820.0960.1850.0940.0890.2230.1150.1320.1860.0960.1380.2160.1900.1740.1720.1780.1740.1610.1360.1920.1290.1110.0540.0340.1240.1090.0430.0360.0310.2370.0580.2900.6240.0770.1730.245
BSBM17F0.0340.2140.0690.2780.5410.0800.1830.2580.0710.0560.0390.0370.0930.0210.0240.0300.0320.0310.0280.0420.0300.0250.0720.0690.0700.0360.0440.0470.1250.1030.1480.1330.1550.1660.1660.0510.0380.0440.0470.0460.0390.0550.0560.0500.0440.0450.0470.0530.0520.1430.2420.1480.1670.2530.2470.2210.2070.2590.2320.2260.2790.3610.3910.4201.0000.3930.0760.0800.1000.0820.0620.0880.1980.1100.1080.2280.1190.1550.1860.0980.1330.2290.2190.1830.1740.1820.2050.1950.1680.2040.1130.1090.0510.0300.1140.1060.0500.0250.0250.2270.0730.3040.5560.0770.1930.271
BSBM17G0.0130.1970.0690.2480.5430.0840.1700.2190.0480.0520.0150.0360.0800.0390.0410.0400.0160.0000.0400.0190.0180.0200.0620.0680.0380.0110.0330.0510.0850.0800.1340.1240.1400.1700.1450.0450.0550.0420.0520.0480.0380.0420.0440.0560.0460.0460.0540.0480.0520.1230.2140.1370.1450.2280.2230.1830.1750.2390.2070.2000.2860.3810.4150.4510.3931.0000.0850.0820.1010.0840.0720.0850.1780.0920.0910.2150.1130.1250.1740.0920.1230.1980.1790.1610.1530.1540.1730.1630.1370.1770.1200.1070.0400.0230.1140.1000.0350.0160.0210.2180.0670.2750.5700.0740.1740.232
BSBM18A0.0000.0830.1350.0950.1060.4620.0970.0830.0360.0760.0000.0280.0230.0280.0000.0210.0230.0160.0290.0250.0210.0210.0360.0400.0000.0290.0050.0290.0020.0100.0540.0640.0570.0700.0520.0850.0950.0840.0730.0790.0960.0730.0700.0700.0650.0630.0660.0770.0930.0580.0830.0850.0900.0810.0750.0750.0850.0910.0740.0910.0900.0830.0900.0820.0760.0851.0000.3100.2420.2360.2520.1590.0760.1030.0830.0820.1050.0690.0800.0860.1030.0760.0610.0550.0530.0730.0570.0570.0480.0550.0540.0510.0230.0180.0500.0480.0080.0320.0000.0690.1390.0970.0950.4600.0990.056
BSBM18B0.0150.0930.1310.0950.1120.4960.1110.0810.0380.0570.0000.0270.0260.0170.0310.0000.0210.0000.0270.0240.0200.0170.0110.0150.0000.0200.0330.0110.0240.0260.0530.0770.0640.0630.0640.0780.0930.0750.0710.0720.1130.0690.0610.0640.0480.0600.0680.0580.1070.0450.0700.0590.0920.0650.0760.0750.0810.0880.0740.0720.0770.0890.0950.0890.0800.0820.3101.0000.3060.2790.2740.1610.0550.0990.0850.0680.1110.0720.0750.0830.1060.0630.0590.0630.0560.0750.0560.0570.0480.0580.0510.0440.0270.0220.0500.0400.0190.0000.0210.0800.1350.0990.1130.4860.1160.067
BSBM18C0.0300.1130.1250.1090.1350.4720.1260.0860.0450.0490.0000.0210.0420.0370.0250.0000.0280.0000.0000.0370.0200.0310.0370.0320.0170.0330.0250.0210.0280.0460.0610.0820.0710.0850.0700.0700.0850.0810.0790.0720.0930.0720.0680.0690.0530.0600.0680.0680.0770.0670.0810.0830.0940.0800.0920.0810.0830.0900.0840.0770.1020.1070.1040.1050.1000.1010.2420.3061.0000.2820.2600.1710.0740.1160.0940.0900.1250.0720.0750.0990.1190.0700.0690.0660.0630.0780.0690.0640.0630.0650.0520.0400.0150.0230.0480.0420.0000.0200.0330.0920.1300.1160.1360.4830.1350.073
BSBM18D0.0170.0760.1140.0890.1020.4850.0940.0640.0370.0420.0210.0070.0210.0000.0180.0000.0000.0000.0140.0140.0000.0250.0270.0310.0240.0140.0000.0220.0050.0050.0440.0530.0490.0550.0550.0680.0770.0710.0720.0790.0840.0670.0530.0650.0530.0550.0750.0640.0760.0460.0620.0710.0770.0630.0700.0650.0580.0750.0680.0630.0860.0900.0810.0760.0820.0840.2360.2790.2821.0000.3040.2090.0530.0970.0870.0740.1030.0570.0580.0740.0910.0510.0590.0510.0410.0540.0470.0550.0590.0380.0440.0310.0000.0160.0430.0250.0300.0150.0200.0710.1250.0860.1070.4870.0990.044
BSBM18E0.0230.0780.1250.0820.0930.4750.0970.0660.0420.0560.0000.0360.0320.0250.0350.0290.0240.0000.0000.0420.0160.0000.0150.0380.0000.0290.0090.0240.0310.0230.0500.0600.0550.0640.0540.0740.0900.0790.0730.0850.0980.0730.0620.0690.0570.0630.0770.0590.0910.0440.0510.0740.0700.0680.0680.0620.0680.0770.0650.0600.0820.0890.0780.0820.0620.0720.2520.2740.2600.3041.0000.1940.0560.0890.0780.0690.1090.0580.0600.0830.1020.0570.0470.0550.0510.0580.0540.0460.0440.0490.0480.0360.0050.0190.0480.0370.0040.0210.0240.0750.1350.0830.0950.4870.1020.058
BSBM18F0.0290.0570.0790.0660.1050.3660.0580.0880.0730.0650.0090.0280.0000.0270.0000.0150.0270.0310.0230.0000.0350.0400.0160.0220.0000.0380.0100.0510.0050.0360.0470.0390.0440.0420.0430.0570.0530.0650.0460.0540.0620.0430.0510.0400.0440.0340.0500.0470.0640.0420.0640.0460.0520.0700.0670.0730.0580.0670.0530.0700.0730.0800.0840.0960.0880.0850.1590.1610.1710.2090.1941.0000.0640.0830.0860.0670.0690.0600.0650.0700.0800.0700.0730.0710.0710.0760.0700.0710.0700.0620.0510.0360.0360.0300.0460.0340.0320.0400.0360.0520.0830.0640.0950.3730.0530.083
BSBM19A0.0620.1580.0430.3960.2760.0700.3890.2920.1430.0520.0680.0420.1030.0490.0370.0000.0670.0180.0430.0510.0440.0470.1240.0810.0790.0420.0460.0770.1400.1480.1290.0980.1070.1140.1210.0290.0270.0360.0230.0210.0330.0170.0160.0240.0200.0180.0340.0280.0340.2550.3670.1900.2160.3100.3620.2910.2890.3420.3560.2370.2270.2110.2070.1850.1980.1780.0760.0550.0740.0530.0560.0641.0000.2020.1890.3750.1430.2970.3590.1960.1800.2680.2240.1990.1870.2560.2160.2000.1520.2220.0840.1150.0790.0320.0780.1140.0680.0250.0600.1660.0450.4180.2820.0790.3760.292
BSBM19B0.0580.0780.0760.2600.1520.1230.4080.1670.1650.0380.0550.0420.0710.0310.0470.0340.0490.0460.0150.0180.0400.0530.0910.0580.0080.0280.0290.0450.0270.0310.0590.0570.0650.0600.0580.0520.0510.0640.0520.0540.0410.0630.0480.0600.0480.0380.0540.0510.0560.1510.1990.1890.2100.1490.2090.1590.1760.1980.2250.1190.1260.1210.0930.0940.1100.0920.1030.0990.1160.0970.0890.0830.2021.0000.3120.2200.2170.1850.1910.3180.2390.1220.1300.1070.1060.1440.1290.1200.0990.1210.0340.0680.0560.0320.0370.0540.0590.0250.0650.0720.0850.2620.1340.1230.4350.144
BSBM19C0.0520.0660.0590.2430.1430.1030.3800.1590.1500.0130.0490.0440.0580.0300.0400.0320.0500.0480.0370.0300.0390.0450.0790.0510.0300.0250.0260.0380.0290.0330.0580.0430.0540.0530.0430.0420.0430.0510.0460.0420.0350.0440.0440.0460.0290.0250.0450.0460.0420.1250.1890.1640.1810.1460.1950.1480.1580.1900.2320.1190.1140.1060.0970.0890.1080.0910.0830.0850.0940.0870.0780.0860.1890.3121.0000.2070.1950.1700.1890.2810.2140.1030.1150.1160.0990.1410.1190.1130.1030.1110.0380.0460.0480.0350.0350.0470.0540.0290.0440.0660.0640.2430.1330.1100.4060.129
BSBM19D0.0640.1660.0610.4420.3110.0770.4250.3140.1440.0490.0580.0300.1000.0400.0390.0000.0520.0120.0310.0640.0520.0560.1070.0700.0600.0360.0320.0440.1410.1500.1310.1050.1290.1260.1220.0270.0410.0480.0230.0380.0490.0380.0380.0460.0190.0360.0340.0340.0500.2380.3800.2250.2640.3280.3930.3210.3330.3870.4010.2220.2620.2520.2400.2230.2280.2150.0820.0680.0900.0740.0690.0670.3750.2200.2071.0000.1760.3320.3520.2420.2220.2560.2420.2150.2070.2910.2340.2270.1620.2300.0680.1060.0760.0280.0660.1110.0680.0300.0520.1750.0660.4750.3340.0840.4280.322
BSBM19E0.0390.1120.0910.2490.1560.1340.3900.1420.0870.0250.0260.0290.0230.0170.0240.0290.0230.0250.0680.0410.0260.0360.0680.0550.0000.0300.0000.0000.0400.0490.0890.0800.0790.0850.0700.0470.0750.0690.0570.0590.0530.0560.0610.0690.0590.0500.0540.0490.0700.1070.1880.1940.2260.1710.2070.1470.1670.2030.2020.0970.1330.1320.1240.1150.1190.1130.1050.1110.1250.1030.1090.0690.1430.2170.1950.1761.0000.1270.1400.2740.3860.1340.1150.1060.1010.1290.1190.1080.0960.1150.0270.0650.0400.0240.0350.0520.0300.0020.0280.1140.0960.2640.1630.1320.4160.146
BSBM19F0.0780.1090.0610.3400.2140.0880.3810.2440.1600.1430.0720.0640.1130.0710.0620.0360.0880.0350.0630.0760.0560.0720.0850.0470.0640.0530.0380.0590.1060.1350.0870.0690.0790.0860.0770.0290.0350.0320.0210.0330.0430.0220.0290.0320.0220.0230.0270.0310.0340.2190.2610.1410.1730.2240.2690.2450.3700.2820.2890.1880.1820.1610.1400.1320.1550.1250.0690.0720.0720.0570.0580.0600.2970.1850.1700.3320.1271.0000.3420.1700.1630.1730.1620.1530.1510.2530.1800.1690.1280.1510.0570.0880.0570.0190.0590.0900.0580.0230.0800.1140.0550.3480.2130.0780.3710.234
BSBM19G0.0780.1390.0460.3390.2760.0730.3990.2580.1490.0470.0770.0620.1230.0650.0500.0150.0750.0090.0710.0670.0560.0650.1090.0670.0860.0640.0550.0950.1330.1650.1080.0910.1030.1070.0950.0260.0340.0270.0220.0370.0240.0160.0320.0260.0140.0210.0330.0300.0340.2190.2950.1490.1850.2450.2940.2420.2750.3070.3080.2330.2190.2000.1920.1860.1860.1740.0800.0750.0750.0580.0600.0650.3590.1910.1890.3520.1400.3421.0000.1820.1660.1960.1720.1720.1640.2510.1910.1750.1550.1750.0730.0940.0840.0430.0730.0980.0810.0420.0750.1440.0380.3610.2810.0790.4110.259
BSBM19H0.0550.0680.0600.2850.1460.1030.4410.1590.1280.0360.0500.0340.0500.0300.0320.0580.0360.0230.0370.0090.0310.0430.0740.0470.0000.0400.0000.0270.0260.0470.0510.0440.0510.0450.0430.0360.0480.0430.0440.0360.0480.0460.0450.0440.0400.0290.0390.0400.0510.1380.2170.1870.2190.1740.2330.1740.1810.2320.2560.0970.1300.1230.1070.0960.0980.0920.0860.0830.0990.0740.0830.0700.1960.3180.2810.2420.2740.1700.1821.0000.3190.1150.1130.0980.1040.1670.1230.1150.0870.1210.0380.0740.0430.0290.0320.0680.0440.0200.0440.0660.0720.3060.1480.0990.4550.135
BSBM19I0.0470.1220.0950.2860.1810.1250.4260.1810.1150.0100.0420.0390.0520.0290.0360.0470.0200.0370.0620.0530.0380.0490.0760.0590.0110.0270.0000.0320.0500.0530.0910.0900.0880.0850.0910.0540.0670.0690.0520.0610.0660.0560.0580.0680.0460.0470.0580.0500.0750.1320.2300.2050.2440.1930.2390.1800.1820.2340.2400.1240.1570.1510.1340.1380.1330.1230.1030.1060.1190.0910.1020.0800.1800.2390.2140.2220.3860.1630.1660.3191.0000.1480.1340.1230.1240.1580.1500.1390.1010.1380.0390.0680.0460.0160.0440.0590.0500.0130.0420.1250.0950.3070.1840.1310.4480.177
BSBM20A0.0280.1810.0440.3140.2770.0690.2090.5090.0810.0310.0530.0260.0820.0220.0000.0220.0250.0000.0250.0370.0250.0370.0990.0750.0690.0190.0470.0580.1380.1120.1580.1190.1320.1160.1270.0430.0260.0380.0330.0250.0410.0280.0320.0360.0190.0230.0270.0250.0330.1760.2800.1840.1840.2800.2770.2490.2210.2570.2520.1830.1890.2080.1950.2160.2290.1980.0760.0630.0700.0510.0570.0700.2680.1220.1030.2560.1340.1730.1960.1150.1481.0000.4050.3220.3080.2610.3280.3220.2550.3370.0790.0790.0560.0140.0770.0880.0550.0070.0330.1820.0440.3170.2710.0630.1980.494
BSBM20B0.0390.1730.0580.2910.2450.0690.1910.5120.0930.0590.0510.0220.0870.0190.0000.0400.0230.0330.0290.0280.0360.0340.1040.0870.0760.0000.0570.0380.1440.1250.1420.1130.1280.1120.1310.0470.0310.0510.0280.0370.0350.0470.0510.0520.0540.0410.0450.0500.0440.1580.2490.1690.1690.2670.2510.2390.2050.2280.2230.1700.1760.1850.1740.1900.2190.1790.0610.0590.0690.0590.0470.0730.2240.1300.1150.2420.1150.1620.1720.1130.1340.4051.0000.3350.3380.2560.3430.3370.2580.3410.0720.0800.0540.0240.0790.0770.0540.0230.0420.1780.0630.2840.2500.0570.1860.514
BSBM20C0.0490.1740.0430.2600.2240.0590.1730.5480.0790.0870.0500.0290.0980.0290.0000.0280.0090.0130.0000.0390.0280.0330.1330.0910.0850.0080.0560.0000.1480.1130.1410.1100.1370.1080.1280.0320.0370.0520.0300.0360.0350.0300.0400.0420.0440.0390.0370.0340.0510.1520.2190.1490.1460.2310.2260.2070.1890.2170.2150.1570.1570.1760.1600.1740.1830.1610.0550.0630.0660.0510.0550.0710.1990.1070.1160.2150.1060.1530.1720.0980.1230.3220.3351.0000.4800.3010.3680.3700.2920.3710.0570.0510.0620.0270.0550.0560.0560.0300.0310.1810.0480.2700.2310.0550.1720.572
BSBM20D0.0300.1720.0360.2520.2130.0540.1690.5540.0680.0600.0360.0290.0580.0000.0000.0390.0230.0270.0240.0420.0190.0220.1150.0840.0820.0000.0530.0170.1230.1210.1460.1090.1280.1150.1300.0280.0200.0390.0230.0120.0210.0280.0460.0400.0430.0300.0250.0380.0280.1450.2100.1460.1450.2210.2210.2010.1880.2040.2000.1500.1470.1540.1540.1720.1740.1530.0530.0560.0630.0410.0510.0710.1870.1060.0990.2070.1010.1510.1640.1040.1240.3080.3380.4801.0000.3140.3710.3730.2880.3760.0620.0560.0480.0220.0490.0630.0490.0250.0230.1810.0450.2530.2140.0450.1690.570
BSBM20E0.0520.1520.0440.3390.2350.0700.2660.5060.0770.0530.0450.0240.0800.0530.0300.0440.0400.0180.0440.0380.0380.0460.0970.0570.0750.0450.0590.0740.1130.1440.1300.1030.1110.1000.1160.0350.0250.0390.0270.0280.0430.0240.0340.0350.0160.0370.0360.0300.0450.1580.2860.1690.1930.2630.2980.2740.2640.3030.3020.1780.1950.1780.1630.1780.1820.1540.0730.0750.0780.0540.0580.0760.2560.1440.1410.2910.1290.2530.2510.1670.1580.2610.2560.3010.3141.0000.3070.3090.2080.2870.0810.0850.0690.0410.0720.0840.0620.0370.0450.1630.0370.3630.2450.0740.2560.474
BSBM20F0.0610.1580.0490.2830.2350.0630.2020.5430.1160.0270.0610.0510.0980.0260.0470.0220.0370.0160.0100.0390.0450.0450.1230.0800.0840.0240.0470.0240.1370.1470.1330.1010.1280.1050.1160.0370.0390.0420.0300.0210.0400.0200.0360.0410.0350.0360.0340.0270.0440.1610.2320.1650.1580.2380.2480.2260.2050.2280.2380.1760.1620.1740.1580.1740.2050.1730.0570.0560.0690.0470.0540.0700.2160.1290.1190.2340.1190.1800.1910.1230.1500.3280.3430.3680.3710.3071.0000.4010.2950.3650.0580.0610.0620.0190.0570.0600.0630.0230.0620.1700.0470.2840.2420.0650.2040.562
BSBM20G0.0610.1630.0490.2640.2180.0690.1890.5410.1050.0210.0570.0490.0860.0340.0350.0180.0400.0400.0360.0470.0490.0400.1060.0750.0800.0100.0570.0210.1220.1240.1250.1030.1270.1090.1170.0280.0240.0460.0290.0280.0300.0320.0420.0420.0340.0350.0370.0310.0360.1590.2260.1530.1480.2280.2330.2180.2020.2130.2280.1670.1500.1600.1550.1610.1950.1630.0570.0570.0640.0550.0460.0710.2000.1200.1130.2270.1080.1690.1750.1150.1390.3220.3370.3700.3730.3090.4011.0000.2830.3730.0680.0700.0460.0120.0600.0710.0480.0200.0510.1610.0450.2750.2260.0600.1910.571
BSBM20H0.0790.1360.0420.1980.1860.0590.1480.4470.1090.0520.0800.0900.1090.0060.0510.0000.0730.0290.0300.0760.0760.0660.1110.0720.0760.0000.0360.0000.1100.1140.1130.0860.1130.0900.0900.0310.0200.0380.0300.0250.0150.0380.0460.0410.0520.0280.0310.0300.0250.1300.1670.1180.1110.1780.1720.1530.1540.1630.1700.1360.1300.1330.1270.1360.1680.1370.0480.0480.0630.0590.0440.0700.1520.0990.1030.1620.0960.1280.1550.0870.1010.2550.2580.2920.2880.2080.2950.2831.0000.3540.0460.0410.0450.0280.0490.0420.0470.0250.0730.1370.0520.2030.1830.0500.1520.439
BSBM20I0.0490.1860.0500.3020.2430.0560.2040.5520.1160.0710.0560.0450.1010.0240.0330.0360.0350.0380.0190.0460.0370.0350.1240.0950.0750.0170.0550.0000.1430.1220.1560.1090.1480.1150.1380.0290.0350.0420.0320.0360.0280.0270.0520.0500.0510.0420.0410.0410.0390.1720.2590.1750.1680.2650.2700.2290.2170.2500.2510.1640.1750.1830.1830.1920.2040.1770.0550.0580.0650.0380.0490.0620.2220.1210.1110.2300.1150.1510.1750.1210.1380.3370.3410.3710.3760.2870.3650.3730.3541.0000.0600.0650.0660.0230.0560.0710.0640.0160.0480.1920.0620.3120.2550.0500.2000.569
BSBM26AA0.0220.0450.0210.0830.1280.0370.0560.0740.0400.0280.0100.0100.0190.0360.0120.0330.0100.0000.0000.0000.0290.0120.0160.0000.0290.0460.0660.0460.0340.0670.0440.0480.0340.0440.0350.0300.0230.0350.0190.0260.0340.0090.0230.0180.0110.0280.0230.0000.0290.0600.0820.0460.0490.0840.0860.0750.0760.0860.0620.0750.0940.1170.1210.1290.1130.1200.0540.0510.0520.0440.0480.0510.0840.0340.0380.0680.0270.0570.0730.0380.0390.0790.0720.0570.0620.0810.0580.0680.0460.0601.0000.4090.0690.0470.8330.4100.0570.0440.0280.0600.0200.1000.1550.0510.0580.086
BSBM26BA0.0150.0450.0290.0970.1060.0270.0910.0640.0510.0630.0210.0210.0470.0000.0400.0000.0140.0150.0150.0250.0110.0090.0270.0140.0000.0000.0440.0430.0000.0590.0450.0380.0380.0430.0520.0090.0250.0290.0240.0220.0330.0190.0290.0270.0370.0270.0110.0160.0310.0760.1080.0690.0780.1040.1080.0990.0830.1030.0990.0860.0910.1160.1060.1110.1090.1070.0510.0440.0400.0310.0360.0360.1150.0680.0460.1060.0650.0880.0940.0740.0680.0790.0800.0510.0560.0850.0610.0700.0410.0650.4091.0000.0280.0380.4120.8120.0320.0420.0110.0550.0320.1290.1420.0350.1010.085
BSBM27AA0.0540.0470.0500.0910.0660.0320.0840.0740.1340.0870.0410.0390.0360.0500.0330.0390.0300.0390.0550.0480.0500.0510.0590.0480.0620.0910.0590.0780.0740.0720.0480.0250.0310.0190.0460.0310.0260.0370.0250.0240.0200.0510.0500.0300.0420.0320.0250.0370.0290.0790.0750.0500.0560.0700.0750.0630.0540.0800.0750.0570.0540.0470.0500.0540.0510.0400.0230.0270.0150.0000.0050.0360.0790.0560.0480.0760.0400.0570.0840.0430.0460.0560.0540.0620.0480.0690.0620.0460.0450.0660.0690.0281.0000.4610.0610.0250.6620.4660.0360.0350.0480.0800.0550.0310.0750.069
BSBM27BA0.0400.0120.0410.0390.0420.0290.0500.0330.1050.0800.0440.0260.0320.0510.0000.0380.0040.0420.0540.0460.0350.0450.0340.0340.0710.0780.0580.0790.0720.0590.0210.0100.0190.0000.0270.0290.0270.0250.0150.0220.0200.0310.0420.0270.0310.0180.0210.0320.0260.0390.0310.0160.0140.0360.0290.0290.0210.0350.0270.0330.0310.0270.0300.0340.0300.0230.0180.0220.0230.0160.0190.0300.0320.0320.0350.0280.0240.0190.0430.0290.0160.0140.0240.0270.0220.0410.0190.0120.0280.0230.0470.0380.4611.0000.0460.0390.4630.6580.0390.0210.0500.0350.0410.0220.0400.024
BSBM42AA0.0180.0450.0200.0790.1250.0350.0610.0700.0340.0270.0150.0280.0230.0380.0180.0410.0120.0120.0000.0000.0260.0110.0080.0070.0380.0550.0730.0450.0370.0790.0400.0450.0380.0440.0340.0330.0200.0290.0190.0260.0340.0130.0200.0110.0190.0290.0240.0000.0310.0650.0780.0480.0540.0820.0810.0720.0690.0800.0590.0770.0910.1160.1190.1240.1140.1140.0500.0500.0480.0430.0480.0460.0780.0370.0350.0660.0350.0590.0730.0320.0440.0770.0790.0550.0490.0720.0570.0600.0490.0560.8330.4120.0610.0461.0000.4130.0570.0420.0110.0580.0200.0980.1530.0460.0660.078
BSBM42BA0.0100.0460.0290.1000.1010.0250.0880.0680.0480.0640.0260.0000.0380.0000.0390.0000.0000.0260.0000.0100.0070.0100.0250.0150.0000.0170.0400.0340.0000.0560.0430.0380.0480.0520.0560.0000.0290.0270.0210.0320.0410.0180.0320.0250.0320.0140.0170.0320.0260.0750.1070.0730.0770.1080.1130.1010.0880.1060.1080.0810.0880.1130.1070.1090.1060.1000.0480.0400.0420.0250.0370.0340.1140.0540.0470.1110.0520.0900.0980.0680.0590.0880.0770.0560.0630.0840.0600.0710.0420.0710.4100.8120.0250.0390.4131.0000.0340.0310.0090.0670.0320.1360.1380.0320.0980.095
BSBM43AA0.0560.0330.0530.0910.0670.0340.0920.0760.1370.0710.0420.0450.0390.0450.0320.0330.0200.0580.0340.0420.0520.0520.0510.0390.0690.0750.0560.0720.0730.0750.0420.0290.0230.0100.0340.0120.0270.0410.0320.0220.0290.0520.0420.0310.0330.0370.0290.0410.0290.0800.0810.0460.0480.0550.0680.0610.0610.0810.0720.0470.0470.0430.0430.0430.0500.0350.0080.0190.0000.0300.0040.0320.0680.0590.0540.0680.0300.0580.0810.0440.0500.0550.0540.0560.0490.0620.0630.0480.0470.0640.0570.0320.6620.4630.0570.0341.0000.4630.0300.0300.0570.0770.0620.0210.0790.066
BSBM43BA0.0360.0270.0470.0410.0390.0280.0420.0360.1030.0870.0350.0420.0310.0470.0000.0340.0000.0430.0460.0320.0350.0450.0290.0270.0640.0650.0600.0630.0440.0550.0310.0150.0260.0040.0260.0310.0230.0360.0190.0260.0140.0330.0370.0300.0260.0140.0230.0270.0300.0470.0230.0110.0160.0290.0240.0380.0210.0290.0270.0260.0310.0230.0230.0360.0250.0160.0320.0000.0200.0150.0210.0400.0250.0250.0290.0300.0020.0230.0420.0200.0130.0070.0230.0300.0250.0370.0230.0200.0250.0160.0440.0420.4660.6580.0420.0310.4631.0000.0240.0400.0520.0350.0360.0200.0350.030
BSDGHER0.9160.0410.0200.0420.0530.0430.0730.0680.1920.0100.5670.3140.2860.3360.4280.1560.2810.0110.1850.2440.4700.4470.1250.0360.1540.1010.0900.0650.1280.1250.0420.0140.0110.0240.0330.0170.0350.0220.0100.0330.0270.0120.0170.0000.0150.0000.0070.0000.0000.0750.0400.0200.0150.0270.0390.0370.0540.0310.0560.0630.0380.0000.0000.0310.0250.0210.0000.0210.0330.0200.0240.0360.0600.0650.0440.0520.0280.0800.0750.0440.0420.0330.0420.0310.0230.0450.0620.0510.0730.0480.0280.0110.0360.0390.0110.0090.0300.0241.0000.0330.0130.0370.0260.0400.0610.053
BSDGSSB0.0290.9200.1390.2550.2990.1010.1550.2410.0120.1600.0590.0310.0690.0180.0330.0720.0410.0290.0370.0320.0320.0460.1150.1220.1110.0350.0600.0490.1440.1120.5190.5200.5660.4370.5920.0780.0900.0710.0630.0980.0820.0770.0950.0910.0720.0790.0970.0710.0830.1510.2130.1270.1540.2370.2240.2060.1910.2340.1870.1780.2130.2440.2220.2370.2270.2180.0690.0800.0920.0710.0750.0520.1660.0720.0660.1750.1140.1140.1440.0660.1250.1820.1780.1810.1810.1630.1700.1610.1370.1920.0600.0550.0350.0210.0580.0670.0300.0400.0331.0000.1160.2280.2760.0770.1300.209
BSDGSB0.0170.1430.8450.0980.0970.1830.1070.0830.0950.1240.0100.0330.0480.0000.0000.0230.0000.0540.0390.0000.0420.0320.0930.0920.0070.0470.0210.0770.0290.0080.0580.1110.0990.1020.0960.3730.4200.3850.3950.4280.3500.4050.3740.4340.3910.4090.4120.4040.4190.0440.0570.1030.0870.0730.0700.0580.0680.0800.0830.0340.0400.0810.0760.0580.0730.0670.1390.1350.1300.1250.1350.0830.0450.0850.0640.0660.0960.0550.0380.0720.0950.0440.0630.0480.0450.0370.0470.0450.0520.0620.0200.0320.0480.0500.0200.0320.0570.0520.0130.1161.0000.0900.0790.1430.0990.071
BSDGSLM0.0570.2580.1000.9850.4080.1180.4940.4050.1960.0150.0750.0210.1070.0360.0210.0530.0300.0270.0120.0000.0470.0420.1440.1280.0800.0350.0350.0420.1610.1670.2120.1570.1770.1790.1820.0530.0630.0730.0610.0680.0530.0510.0620.0620.0440.0490.0610.0490.0620.3050.6360.4110.4880.5440.6980.5320.5360.6670.6670.2630.3120.3200.3150.2900.3040.2750.0970.0990.1160.0860.0830.0640.4180.2620.2430.4750.2640.3480.3610.3060.3070.3170.2840.2700.2530.3630.2840.2750.2030.3120.1000.1290.0800.0350.0980.1360.0770.0350.0370.2280.0901.0000.3730.0950.4240.359
BSDGICM0.0360.3070.0960.4010.9280.1220.2800.3300.0850.0430.0490.0430.1050.0270.0190.0330.0360.0030.0170.0340.0380.0300.0950.0920.0710.0300.0610.0790.1320.1280.2040.1910.2070.2520.2170.0530.0660.0600.0510.0650.0530.0550.0570.0730.0490.0520.0660.0490.0630.2080.3430.2110.2310.3500.3580.3010.2880.3730.3340.3910.5340.6080.6150.6240.5560.5700.0950.1130.1360.1070.0950.0950.2820.1340.1330.3340.1630.2130.2810.1480.1840.2710.2500.2310.2140.2450.2420.2260.1830.2550.1550.1420.0550.0410.1530.1380.0620.0360.0260.2760.0790.3731.0000.0950.2440.299
BSDGDML0.0450.1110.1790.1190.1300.8600.1400.1030.0500.0100.0150.0380.0480.0270.0360.0260.0040.0040.0000.0420.0340.0390.0560.0340.0050.0220.0190.0000.0290.0280.0550.0620.0630.0700.0640.1020.1080.0970.0900.0940.1240.0860.0790.0840.0680.0760.0920.0880.1190.0670.0710.0840.0900.0630.0780.0810.0870.0890.0840.0570.0900.0930.0910.0770.0770.0740.4600.4860.4830.4870.4870.3730.0790.1230.1100.0840.1320.0780.0790.0990.1310.0630.0570.0550.0450.0740.0650.0600.0500.0500.0510.0350.0310.0220.0460.0320.0210.0200.0400.0770.1430.0950.0951.0000.1260.061
BSDGSCM0.0830.1540.1150.4830.2970.1510.9850.3010.2610.0440.0940.0530.1080.0260.0420.0400.0570.0290.0000.0320.0600.0700.1500.1010.0640.0000.0110.0270.1140.1230.1150.0830.1030.1160.0890.0620.0770.0790.0680.0700.0560.0630.0640.0670.0460.0440.0510.0550.0610.2740.3610.2900.3310.2980.3740.2860.3330.3650.3980.1920.2210.2120.2000.1730.1930.1740.0990.1160.1350.0990.1020.0530.3760.4350.4060.4280.4160.3710.4110.4550.4480.1980.1860.1720.1690.2560.2040.1910.1520.2000.0580.1010.0750.0400.0660.0980.0790.0350.0610.1300.0990.4240.2440.1261.0000.249
BSDGSVM0.0660.2340.0830.3990.3350.0810.2850.8530.1490.0440.0830.0580.1130.0230.0280.0350.0520.0400.0050.0520.0490.0550.1630.1170.0950.0150.0630.0340.1670.1610.1890.1470.1770.1490.1610.0590.0440.0610.0350.0410.0340.0540.0670.0650.0670.0590.0650.0540.0540.2220.3300.2280.2330.3400.3550.3050.2890.3310.3390.2190.2310.2410.2340.2450.2710.2320.0560.0670.0730.0440.0580.0830.2920.1440.1290.3220.1460.2340.2590.1350.1770.4940.5140.5720.5700.4740.5620.5710.4390.5690.0860.0850.0690.0240.0780.0950.0660.0300.0530.2090.0710.3590.2990.0610.2491.000

Missing values

2023-10-30T21:42:20.149381image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
A simple visualization of nullity by column.
2023-10-30T21:42:22.181806image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

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_PV
050010201.0BoyNone or very few (0–10 books)YesYesYesYesYesYesYesYesYesI don’t knowI don’t knowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoYesYesYesNoAgree a littleDisagree a littleAgree a littleAgree a lotAgree a lotNeverAt least once a weekNeverNeverNeverAt least once a weekNeverNeverNeverNeverNeverNeverNeverOnce or twice a monthSome lessonsAgree a lotDisagree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsAbout half the lessonsEvery or almost every lessonEvery or almost every lessonSome lessonsSome lessonsAgree a lotAgree a littleAgree a lotDisagree a littleDisagree a lotDisagree a littleDisagree a littleAgree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesNoLess than 4 months3 or 4 times a week1–15 minutesNoDid not attend8.99877Some Resources9.40801Some Sense of School Belonging8.59335About Monthly11.01785Somewhat Like Learning Mathematics13.018850High Clarity of Instruction8.954490Some Lessons9.99453Somewhat Confident in Mathematics13.48293Strongly Value Mathematics410.811348
150010202.0BoyNone or very few (0–10 books)YesYesYesYesYesYesYesYesYesI don’t knowI don’t knowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverNoYesYesYesYesYesAgree a littleDisagree a littleAgree a littleAgree a lotAgree a littleA few times a yearAt least once a weekNeverNeverNeverAt least once a weekNeverNeverNeverNeverNeverNeverNeverAt least once a weekSome lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsSome lessonsSome lessonsSome lessonsEvery or almost every lessonSome lessonsAgree a lotDisagree a lotAgree a lotAgree a lotDisagree a lotAgree a littleAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery day16–30 minutesYes, to keep up in classLess than 4 monthsEvery day16–30 minutesYes, to keep up in classLess than 4 months8.99877Some Resources8.89725Some Sense of School Belonging8.27793About Monthly13.84849Very Much Like Learning Mathematics13.018850High Clarity of Instruction9.450610Some Lessons12.13375Very Confident in Mathematics13.48293Strongly Value Mathematics433.181462
250010203.0BoyNone or very few (0–10 books)YesYesYesYesYesYesNoYesYes<Bachelor’s or equivalent level—ISCED Level 6><Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverNoNoNoYesNoNoAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAt least once a weekOnce or twice a monthOnce or twice a monthNeverNeverOnce or twice a monthNeverNeverNeverNeverNeverOnce or twice a monthNeverOnce or twice a monthAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsAbout half the lessonsSome lessonsEvery or almost every lessonNeverAbout half the lessonsAgree a littleDisagree a littleAgree a littleAgree a lotDisagree a lotAgree a littleAgree a littleDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week16–30 minutesNoMore than 8 months3 or 4 times a week16–30 minutesNoDid not attend10.23835Some Resources13.27199High Sense of School Belonging7.97425About Monthly12.15847Very Much Like Learning Mathematics11.651150High Clarity of Instruction9.199810Some Lessons11.41779Somewhat Confident in Mathematics13.48293Strongly Value Mathematics418.027694
350010204.0GirlNone or very few (0–10 books)YesYesYesNoNoNoYesYesYes<Lower secondary education—ISCED Level 2>Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to schoolFinish <Bachelor’s or equivalent level—ISCED Level 6>Never or almost neverNoNoNoNoYesYesDisagree a littleAgree a littleDisagree a lotAgree a littleDisagree a lotNeverNeverNeverNeverNeverOnce or twice a monthNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsSome lessonsNeverNeverNeverSome lessonsAgree a littleDisagree a littleDisagree a lotAgree a lotDisagree a lotDisagree a littleAgree a littleDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesNoDid not attend3 or 4 times a week1–15 minutesNoDid not attend7.56439Few Resources7.08155Little Sense of School Belonging10.41803Never or Almost Never12.72711Very Much Like Learning Mathematics10.924870High Clarity of Instruction11.617330Few or No Lessons11.75008Somewhat Confident in Mathematics13.48293Strongly Value Mathematics467.300384
450010205.0GirlNone or very few (0–10 books)NoNoNoYesYesNoNoNoNo<Post-secondary, non-tertiary education—ISCED Level 4><Post-secondary, non-tertiary education—ISCED Level 4>Finish <Bachelor’s or equivalent level—ISCED Level 6>Never or almost neverYesNoYesNoNoNoAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonDisagree a littleAgree a littleDisagree a lotAgree a lotAgree a littleAgree a littleDisagree a littleAgree a littleDisagree a littleAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery or almost every lessonAbout half the lessonsAbout half the lessonsEvery or almost every lessonSome lessonsEvery or almost every lessonAgree a littleDisagree a littleAgree a lotAgree a littleDisagree a lotDisagree a lotAgree a littleDisagree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week16–30 minutesYes, to excel in class4-8 months3 or 4 times a week16–30 minutesNoDid not attend9.38498Some Resources10.70956High Sense of School Belonging12.93734Never or Almost Never9.86638Somewhat Like Learning Mathematics11.651150High Clarity of Instruction8.158910Some Lessons10.12116Somewhat Confident in Mathematics13.48293Strongly Value Mathematics362.964464
550010207.0BoyEnough to fill one shelf (11–25 books)YesYesYesYesYesNoNoNoYes<Upper secondary education—ISCED Level 3><Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverNoNoNoNoNoNoAgree a littleDisagree a littleAgree a littleAgree a littleAgree a littleAt least once a weekOnce or twice a monthOnce or twice a monthOnce or twice a monthNeverA few times a yearNeverNeverNeverOnce or twice a monthNeverNeverNeverNeverEvery or almost every lessonAgree a littleAgree a littleDisagree a littleAgree a littleAgree a littleDisagree a littleDisagree a littleDisagree a littleDisagree a littleAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsAbout half the lessonsNeverNeverSome lessonsEvery or almost every lessonDisagree a littleAgree a littleAgree a littleAgree a littleDisagree a littleDisagree a littleDisagree a lotDisagree a littleAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week16–30 minutesYes, to keep up in classLess than 4 months3 or 4 times a week16–30 minutesNoMore than 8 months9.64761Some Resources8.46096Some Sense of School Belonging6.89503About Weekly9.31385Do Not Like Learning Mathematics10.383890High Clarity of Instruction9.994450Some Lessons8.99736Not Confident in Mathematics9.98068Somewhat Value Mathematics466.182816
650010208.0GirlEnough to fill one shelf (11–25 books)YesNoYesYesNoNoNoNoNo<Lower secondary education—ISCED Level 2><Lower secondary education—ISCED Level 2>Finish <Upper secondary education—ISCED Level 3>Never or almost neverYesYesNoNoYesNoAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverSome lessonsAgree a littleDisagree a littleDisagree a littleAgree a littleAgree a littleDisagree a littleDisagree a littleAgree a littleDisagree a littleDisagree a lotAgree a littleAgree a littleAgree a littleAgree a lotAgree a littleAgree a lotEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonAbout half the lessonsEvery or almost every lessonAgree a littleAgree a littleAgree a littleAgree a littleAgree a lotDisagree a lotDisagree a lotDisagree a littleAgree a littleAgree a lotAgree a lotDisagree a littleDisagree a littleDisagree a littleDisagree a littleDisagree a littleDisagree a littleDisagree a little3 or 4 times a week1–15 minutesYes, to keep up in classLess than 4 months3 or 4 times a week1–15 minutesYes, to keep up in classLess than 4 months9.03613Some Resources11.62252High Sense of School Belonging12.93734Never or Almost Never9.68014Somewhat Like Learning Mathematics8.822740Moderate Clarity of Instruction6.822340Most Lessons8.51577Not Confident in Mathematics7.70526Do Not Value Mathematics385.702086
750010209.0BoyEnough to fill one bookcase (26–100 books)YesYesYesYesYesYesNoYesNo<Upper secondary education—ISCED Level 3><Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoNoNoYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverA few times a yearNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverA few times a yearSome lessonsAgree a lotDisagree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsSome lessonsEvery or almost every lessonSome lessonsEvery or almost every lessonSome lessonsAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a littleAgree a littleDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesNoLess than 4 months3 or 4 times a week1–15 minutesNoMore than 8 months10.23835Some Resources13.27199High Sense of School Belonging10.41803Never or Almost Never12.15847Very Much Like Learning Mathematics10.924870High Clarity of Instruction8.954490Some Lessons9.67230Somewhat Confident in Mathematics12.04145Strongly Value Mathematics472.026374
850010211.0BoyEnough to fill one shelf (11–25 books)YesYesYesNoYesYesYesYesYes<Upper secondary education—ISCED Level 3><Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverNoNoNoNoNoYesDisagree a lotDisagree a lotDisagree a lotDisagree a lotAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverSome lessonsDisagree a lotDisagree a lotDisagree a lotAgree a lotDisagree a lotDisagree a lotDisagree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotEvery or almost every lessonEvery or almost every lessonSome lessonsEvery or almost every lessonNeverSome lessonsAgree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lot3 or 4 times a week1–15 minutesYes, to excel in classMore than 8 months1 or 2 times a week16–30 minutesYes, to excel in classMore than 8 months9.03613Some Resources6.36071Little Sense of School Belonging12.93734Never or Almost Never8.57095Do Not Like Learning Mathematics10.089449Low Clarity of Instruction9.525397Some Lessons10.12116Somewhat Confident in Mathematics13.37089Strongly Value Mathematics429.514300
950010212.0GirlEnough to fill one bookcase (26–100 books)YesYesYesNoYesYesYesNoYes<Upper secondary education—ISCED Level 3>I don’t knowFinish <Short-cycle tertiary education—ISCED Level 5>Never or almost neverYesNoYesYesYesYesAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAt least once a weekNeverOnce or twice a monthAt least once a weekNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery day61–90 minutesYes, to excel in classMore than 8 monthsEvery day61–90 minutesYes, to excel in classMore than 8 months9.64761Some Resources11.62252High Sense of School Belonging8.66719About Monthly10.89898Somewhat Like Learning Mathematics13.018850High Clarity of Instruction5.566330Most Lessons9.45004Not Confident in Mathematics13.48293Strongly Value Mathematics439.205646
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844852510422.0BoyNone or very few (0–10 books)NoNoNoNoNoYesNoNoYesSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to schoolSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to schoolFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoYesYesYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverNeverA few times a yearNeverA few times a yearNeverNeverNeverNeverNeverNeverNeverNeverAbout half the lessonsAgree a lotDisagree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsSome lessonsSome lessonsSome lessonsNeverSome lessonsAgree a littleAgree a littleAgree a littleAgree a littleDisagree a littleDisagree a littleAgree a littleDisagree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a little3 or 4 times a week1–15 minutesYes, to excel in classDid not attendEvery day16–30 minutesYes, to excel in classLess than 4 months4.96433Few Resources13.271990High Sense of School Belonging10.418030Never or Almost Never12.087910Very Much Like Learning Mathematics11.651150High Clarity of Instruction10.674990Some Lessons9.558930Somewhat Confident in Mathematics10.67044Strongly Value Mathematics390.413812
844952510424.0GirlEnough to fill one shelf (11–25 books)YesNoNoNoYesYesNoNoNoSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school<Upper secondary education—ISCED Level 3>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoYesNoYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsEvery or almost every lessonNeverEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonAgree a lotDisagree a littleDisagree a lotAgree a lotDisagree a lotAgree a lotAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesYes, to excel in classMore than 8 months3 or 4 times a week1–15 minutesYes, to excel in classMore than 8 months8.35810Few Resources13.271990High Sense of School Belonging12.937340Never or Almost Never13.782050Very Much Like Learning Mathematics13.018850High Clarity of Instruction8.444350Some Lessons14.061650Very Confident in Mathematics13.48293Strongly Value Mathematics429.878302
845052510425.0BoyNone or very few (0–10 books)YesNoYesNoYesYesNoYesNoSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school<Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Once every two monthNoNoYesNoYesYesAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotOnce or twice a monthOnce or twice a monthNeverAt least once a weekNeverNeverNeverA few times a yearNeverNeverNeverNeverNeverA few times a yearAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery or almost every lessonNeverNeverNeverNeverSome lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotDisagree a lotDisagree a lotAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotEvery day31–60 minutesYes, to excel in class4-8 monthsEvery day31–60 minutesYes, to excel in class4-8 months7.56439Few Resources11.622520High Sense of School Belonging8.505520About Monthly13.848490Very Much Like Learning Mathematics13.018850High Clarity of Instruction11.103430Some Lessons12.595170Very Confident in Mathematics9.65438Somewhat Value Mathematics410.476008
845152510426.0BoyNone or very few (0–10 books)YesNoNoYesNoNoNoNoNoI don’t knowI don’t knowFinish <Short-cycle tertiary education—ISCED Level 5>Never or almost neverNoNoNoNoYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAt least once a weekOnce or twice a monthNeverA few times a yearOnce or twice a monthA few times a yearNeverNeverNeverNeverNeverNeverNeverA few times a yearAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsAbout half the lessonsAbout half the lessonsAbout half the lessonsAbout half the lessonsEvery or almost every lessonAgree a lotAgree a littleAgree a littleAgree a lotDisagree a lotAgree a littleAgree a littleDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery day16–30 minutesNoDid not attendEvery day16–30 minutesNoDid not attend7.34568Few Resources13.271990High Sense of School Belonging8.357840About Monthly13.848490Very Much Like Learning Mathematics10.383890High Clarity of Instruction8.444350Some Lessons11.417790Somewhat Confident in Mathematics13.48293Strongly Value Mathematics500.215000
845252510427.0GirlEnough to fill one bookcase (26–100 books)YesNoNoYesYesYesNoYesYes<Upper secondary education—ISCED Level 3>Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to schoolFinish <Short-cycle tertiary education—ISCED Level 5>Never or almost neverYesNoYesNoYesNoDisagree a littleAgree a littleDisagree a littleAgree a littleAgree a lotNeverA few times a yearOnce or twice a monthNeverA few times a yearNeverNeverNeverNeverNeverNeverNeverOnce or twice a monthNeverEvery or almost every lessonAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsEvery or almost every lessonAbout half the lessonsEvery or almost every lessonSome lessonsEvery or almost every lessonAgree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesYes, to excel in classLess than 4 months3 or 4 times a week1–15 minutesYes, to excel in classLess than 4 months9.64761Some Resources8.460960Some Sense of School Belonging9.050150Never or Almost Never12.727110Very Much Like Learning Mathematics11.651150High Clarity of Instruction8.444350Some Lessons9.895150Somewhat Confident in Mathematics13.48293Strongly Value Mathematics406.671814
845352510428.0BoyEnough to fill one shelf (11–25 books)YesYesNoYesNoYesNoNoYesSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school<Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoYesYesNoYesAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAt least once a weekAt least once a weekNeverNeverNeverAt least once a weekNeverNeverNeverNeverNeverNeverNeverAt least once a weekAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsEvery or almost every lessonSome lessonsSome lessonsNeverEvery or almost every lessonAgree a lotDisagree a littleDisagree a lotAgree a lotDisagree a lotDisagree a littleAgree a lotAgree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotDisagree a littleAgree a lotAgree a littleAgree a lotAgree a lot3 or 4 times a week16–30 minutesNoDid not attend3 or 4 times a week16–30 minutesNoDid not attend8.35810Few Resources11.622520High Sense of School Belonging8.093670About Monthly13.848490Very Much Like Learning Mathematics10.924870High Clarity of Instruction9.199810Some Lessons11.750080Somewhat Confident in Mathematics10.77308Strongly Value Mathematics401.279696
845452510429.0GirlEnough to fill one shelf (11–25 books)YesYesNoYesNoNoNoNoNoSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school<Lower secondary education—ISCED Level 2>Finish <Bachelor’s or equivalent level—ISCED Level 6>Never or almost neverYesNoNoNoYesYesAgree a lotAgree a lotAgree a littleDisagree a littleAgree a lotA few times a yearNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverAbout half the lessonsAgree a littleDisagree a littleDisagree a lotAgree a lotAgree a littleDisagree a littleDisagree a lotAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsSome lessonsAbout half the lessonsNeverSome lessonsEvery or almost every lessonAgree a lotAgree a lotDisagree a littleAgree a littleDisagree a lotDisagree a littleAgree a lotAgree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a lot3 or 4 times a weekMore than 90 minutesYes, to excel in classLess than 4 months3 or 4 times a week1–15 minutesYes, to excel in classMore than 8 months8.35810Few Resources10.743827High Sense of School Belonging11.187840Never or Almost Never10.056580Somewhat Like Learning Mathematics11.651150High Clarity of Instruction9.450610Some Lessons9.525220Somewhat Confident in Mathematics11.30190Strongly Value Mathematics438.474212
845552510430.0BoyNone or very few (0–10 books)YesYesYesYesYesYesNoNoYesI don’t know<Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesYesYesNoYesYesAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAt least once a weekOnce or twice a monthNeverNeverNeverA few times a yearNeverNeverOnce or twice a monthNeverA few times a yearNeverNeverAt least once a weekAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsSome lessonsSome lessonsEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonAgree a littleDisagree a lotAgree a lotAgree a lotDisagree a littleAgree a littleAgree a littleDisagree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lot1 or 2 times a week31–60 minutesYes, to keep up in classLess than 4 months1 or 2 times a week31–60 minutesYes, to keep up in classLess than 4 months8.35810Few Resources11.622520High Sense of School Belonging8.098520About Monthly13.848490Very Much Like Learning Mathematics11.651150High Clarity of Instruction8.705590Some Lessons10.849510Somewhat Confident in Mathematics12.04145Strongly Value Mathematics401.756130
845652510431.0GirlEnough to fill one bookcase (26–100 books)NoNoNoYesNoNoNoNoNoNot applicableNot applicableFinish <Short-cycle tertiary education—ISCED Level 5>Never or almost neverYesNoNoNoNoNoAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotOnce or twice a monthNeverAt least once a weekNeverNeverAt least once a weekNeverNeverNeverAt least once a weekNeverAt least once a weekAt least once a weekNeverNeverAgree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotDisagree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleDisagree a littleAgree a littleEvery or almost every lessonSome lessonsNeverNeverNeverNeverAgree a littleAgree a lotAgree a littleDisagree a littleDisagree a lotAgree a littleDisagree a lotDisagree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot1 or 2 times a week1–15 minutesYes, to keep up in classMore than 8 monthsNever31–60 minutesNoMore than 8 months10.26525Some Resources10.743827High Sense of School Belonging9.347249Never or Almost Never10.789819Somewhat Like Learning Mathematics10.089449High Clarity of Instruction9.525397Some Lessons10.201532Not Confident in Mathematics10.67044Strongly Value Mathematics312.155188
845752510432.0BoyNone or very few (0–10 books)NoYesNoYesNoYesNoYesYes<Lower secondary education—ISCED Level 2>I don’t knowFinish <Bachelor’s or equivalent level—ISCED Level 6>Never or almost neverYesYesYesNoYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsSome lessonsNeverNeverNeverNeverAgree a lotDisagree a lotDisagree a lotAgree a lotDisagree a lotAgree a littleAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery day16–30 minutesYes, to excel in classMore than 8 months1 or 2 times a week1–15 minutesNoDid not attend7.56439Few Resources13.271990High Sense of School Belonging12.937340Never or Almost Never13.848490Very Much Like Learning Mathematics13.018850High Clarity of Instruction12.252520Few or No Lessons11.181820Somewhat Confident in Mathematics13.48293Strongly Value Mathematics398.748238